CoCalc -- database_backup_book1_old

GitHub Repository: probml/pyprobml
Path: blob/master/internal/database_backup_book1_old_urls.json
¹¹⁹¹ views
1
{
2
    "figures": {
3
        "book1": {
4
            "figures": {
5
                "1.1": {
6
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.1"
7
                },
8
                "1.10": {
9
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.10"
10
                },
11
                "1.11": {
12
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.11"
13
                },
14
                "1.12": {
15
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.12"
16
                },
17
                "1.13": {
18
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.13"
19
                },
20
                "1.14": {
21
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.14"
22
                },
23
                "1.15": {
24
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.15"
25
                },
26
                "1.16": {
27
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.16"
28
                },
29
                "1.17": {
30
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.17"
31
                },
32
                "1.2": {
33
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.2"
34
                },
35
                "1.3": {
36
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.3"
37
                },
38
                "1.4": {
39
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.4"
40
                },
41
                "1.5": {
42
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.5"
43
                },
44
                "1.6": {
45
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.6"
46
                },
47
                "1.7": {
48
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.7"
49
                },
50
                "1.8": {
51
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.8"
52
                },
53
                "1.9": {
54
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter1_introduction_figures.ipynb#1.9"
55
                },
56
                "10.1": {
57
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.1"
58
                },
59
                "10.10": {
60
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.10"
61
                },
62
                "10.11": {
63
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.11"
64
                },
65
                "10.12": {
66
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.12"
67
                },
68
                "10.13": {
69
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.13"
70
                },
71
                "10.14": {
72
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.14"
73
                },
74
                "10.15": {
75
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.15"
76
                },
77
                "10.2": {
78
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.2"
79
                },
80
                "10.3": {
81
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.3"
82
                },
83
                "10.4": {
84
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.4"
85
                },
86
                "10.5": {
87
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.5"
88
                },
89
                "10.6": {
90
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.6"
91
                },
92
                "10.7": {
93
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.7"
94
                },
95
                "10.8": {
96
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.8"
97
                },
98
                "10.9": {
99
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter10_logistic_regression_figures.ipynb#10.9"
100
                },
101
                "11.1": {
102
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.1"
103
                },
104
                "11.10": {
105
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.10"
106
                },
107
                "11.11": {
108
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.11"
109
                },
110
                "11.12": {
111
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.12"
112
                },
113
                "11.13": {
114
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.13"
115
                },
116
                "11.14": {
117
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.14"
118
                },
119
                "11.15": {
120
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.15"
121
                },
122
                "11.16": {
123
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.16"
124
                },
125
                "11.17": {
126
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.17"
127
                },
128
                "11.18": {
129
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.18"
130
                },
131
                "11.19": {
132
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.19"
133
                },
134
                "11.2": {
135
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.2"
136
                },
137
                "11.20": {
138
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.20"
139
                },
140
                "11.21": {
141
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.21"
142
                },
143
                "11.22": {
144
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.22"
145
                },
146
                "11.23": {
147
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.23"
148
                },
149
                "11.24": {
150
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.24"
151
                },
152
                "11.25": {
153
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.25"
154
                },
155
                "11.26": {
156
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.26"
157
                },
158
                "11.3": {
159
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.3"
160
                },
161
                "11.4": {
162
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.4"
163
                },
164
                "11.5": {
165
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.5"
166
                },
167
                "11.6": {
168
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.6"
169
                },
170
                "11.7": {
171
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.7"
172
                },
173
                "11.8": {
174
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.8"
175
                },
176
                "11.9": {
177
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter11_linear_regression_figures.ipynb#11.9"
178
                },
179
                "12.1": {
180
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter12_generalized_linear_models_figures.ipynb#12.1"
181
                },
182
                "12.2": {
183
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter12_generalized_linear_models_figures.ipynb#12.2"
184
                },
185
                "13.1": {
186
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.1"
187
                },
188
                "13.10": {
189
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.10"
190
                },
191
                "13.11": {
192
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.11"
193
                },
194
                "13.12": {
195
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.12"
196
                },
197
                "13.13": {
198
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.13"
199
                },
200
                "13.14": {
201
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.14"
202
                },
203
                "13.15": {
204
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.15"
205
                },
206
                "13.16": {
207
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.16"
208
                },
209
                "13.17": {
210
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.17"
211
                },
212
                "13.18": {
213
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.18"
214
                },
215
                "13.19": {
216
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.19"
217
                },
218
                "13.2": {
219
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.2"
220
                },
221
                "13.20": {
222
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.20"
223
                },
224
                "13.21": {
225
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.21"
226
                },
227
                "13.22": {
228
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.22"
229
                },
230
                "13.23": {
231
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.23"
232
                },
233
                "13.24": {
234
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.24"
235
                },
236
                "13.25": {
237
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.25"
238
                },
239
                "13.26": {
240
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.26"
241
                },
242
                "13.27": {
243
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.27"
244
                },
245
                "13.28": {
246
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.28"
247
                },
248
                "13.29": {
249
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter13_neural_networks_for_structured_data_figures.ipynb#13.29"
250
                },
251
                "13.3": {
252
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.3"
253
                },
254
                "13.4": {
255
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.4"
256
                },
257
                "13.5": {
258
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.5"
259
                },
260
                "13.6": {
261
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.6"
262
                },
263
                "13.7": {
264
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.7"
265
                },
266
                "13.8": {
267
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.8"
268
                },
269
                "13.9": {
270
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter13_neural_networks_for_structured_data_figures.ipynb#13.9"
271
                },
272
                "14.1": {
273
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.1"
274
                },
275
                "14.10": {
276
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.10"
277
                },
278
                "14.11": {
279
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.11"
280
                },
281
                "14.12": {
282
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.12"
283
                },
284
                "14.13": {
285
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.13"
286
                },
287
                "14.14": {
288
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.14"
289
                },
290
                "14.15": {
291
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.15"
292
                },
293
                "14.16": {
294
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.16"
295
                },
296
                "14.17": {
297
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.17"
298
                },
299
                "14.18": {
300
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.18"
301
                },
302
                "14.19": {
303
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.19"
304
                },
305
                "14.2": {
306
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.2"
307
                },
308
                "14.20": {
309
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.20"
310
                },
311
                "14.21": {
312
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.21"
313
                },
314
                "14.22": {
315
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.22"
316
                },
317
                "14.23": {
318
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.23"
319
                },
320
                "14.24": {
321
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.24"
322
                },
323
                "14.25": {
324
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.25"
325
                },
326
                "14.26": {
327
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.26"
328
                },
329
                "14.27": {
330
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.27"
331
                },
332
                "14.28": {
333
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.28"
334
                },
335
                "14.29": {
336
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.29"
337
                },
338
                "14.3": {
339
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.3"
340
                },
341
                "14.30": {
342
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.30"
343
                },
344
                "14.31": {
345
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.31"
346
                },
347
                "14.32": {
348
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.32"
349
                },
350
                "14.33": {
351
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.33"
352
                },
353
                "14.34": {
354
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.34"
355
                },
356
                "14.35": {
357
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.35"
358
                },
359
                "14.36": {
360
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.36"
361
                },
362
                "14.37": {
363
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.37"
364
                },
365
                "14.38": {
366
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.38"
367
                },
368
                "14.39": {
369
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.39"
370
                },
371
                "14.4": {
372
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.4"
373
                },
374
                "14.40": {
375
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.40"
376
                },
377
                "14.41": {
378
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.41"
379
                },
380
                "14.42": {
381
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter14_neural_networks_for_images_figures.ipynb#14.42"
382
                },
383
                "14.43": {
384
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter14_neural_networks_for_images_figures.ipynb#14.43"
385
                },
386
                "14.44": {
387
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter14_neural_networks_for_images_figures.ipynb#14.44"
388
                },
389
                "14.45": {
390
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter14_neural_networks_for_images_figures.ipynb#14.45"
391
                },
392
                "14.46": {
393
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter14_neural_networks_for_images_figures.ipynb#14.46"
394
                },
395
                "14.5": {
396
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.5"
397
                },
398
                "14.6": {
399
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.6"
400
                },
401
                "14.7": {
402
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.7"
403
                },
404
                "14.8": {
405
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.8"
406
                },
407
                "14.9": {
408
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter14_neural_networks_for_images_figures.ipynb#14.9"
409
                },
410
                "15.1": {
411
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.1"
412
                },
413
                "15.10": {
414
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.10"
415
                },
416
                "15.11": {
417
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.11"
418
                },
419
                "15.12": {
420
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.12"
421
                },
422
                "15.13": {
423
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.13"
424
                },
425
                "15.14": {
426
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.14"
427
                },
428
                "15.15": {
429
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.15"
430
                },
431
                "15.16": {
432
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.16"
433
                },
434
                "15.17": {
435
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.17"
436
                },
437
                "15.18": {
438
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.18"
439
                },
440
                "15.19": {
441
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.19"
442
                },
443
                "15.2": {
444
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.2"
445
                },
446
                "15.20": {
447
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.20"
448
                },
449
                "15.21": {
450
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.21"
451
                },
452
                "15.22": {
453
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.22"
454
                },
455
                "15.23": {
456
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.23"
457
                },
458
                "15.24": {
459
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.24"
460
                },
461
                "15.25": {
462
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.25"
463
                },
464
                "15.26": {
465
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.26"
466
                },
467
                "15.27": {
468
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.27"
469
                },
470
                "15.28": {
471
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.28"
472
                },
473
                "15.29": {
474
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.29"
475
                },
476
                "15.3": {
477
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.3"
478
                },
479
                "15.30": {
480
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.30"
481
                },
482
                "15.31": {
483
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.31"
484
                },
485
                "15.32": {
486
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.32"
487
                },
488
                "15.33": {
489
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.33"
490
                },
491
                "15.34": {
492
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.34"
493
                },
494
                "15.35": {
495
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.35"
496
                },
497
                "15.36": {
498
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.36"
499
                },
500
                "15.4": {
501
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.4"
502
                },
503
                "15.5": {
504
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.5"
505
                },
506
                "15.6": {
507
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.6"
508
                },
509
                "15.7": {
510
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.7"
511
                },
512
                "15.8": {
513
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.8"
514
                },
515
                "15.9": {
516
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter15_neural_networks_for_sequences_figures.ipynb#15.9"
517
                },
518
                "16.1": {
519
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.1"
520
                },
521
                "16.10": {
522
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.10"
523
                },
524
                "16.2": {
525
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.2"
526
                },
527
                "16.3": {
528
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.3"
529
                },
530
                "16.4": {
531
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.4"
532
                },
533
                "16.5": {
534
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.5"
535
                },
536
                "16.6": {
537
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.6"
538
                },
539
                "16.7": {
540
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.7"
541
                },
542
                "16.8": {
543
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.8"
544
                },
545
                "16.9": {
546
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter16_exemplar-based_methods_figures.ipynb#16.9"
547
                },
548
                "17.1": {
549
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.1"
550
                },
551
                "17.10": {
552
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.10"
553
                },
554
                "17.11": {
555
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.11"
556
                },
557
                "17.12": {
558
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.12"
559
                },
560
                "17.13": {
561
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.13"
562
                },
563
                "17.14": {
564
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.14"
565
                },
566
                "17.15": {
567
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.15"
568
                },
569
                "17.16": {
570
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.16"
571
                },
572
                "17.17": {
573
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.17"
574
                },
575
                "17.18": {
576
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.18"
577
                },
578
                "17.19": {
579
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.19"
580
                },
581
                "17.2": {
582
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.2"
583
                },
584
                "17.20": {
585
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.20"
586
                },
587
                "17.21": {
588
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.21"
589
                },
590
                "17.22": {
591
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.22"
592
                },
593
                "17.23": {
594
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.23"
595
                },
596
                "17.24": {
597
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.24"
598
                },
599
                "17.3": {
600
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.3"
601
                },
602
                "17.4": {
603
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.4"
604
                },
605
                "17.5": {
606
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.5"
607
                },
608
                "17.6": {
609
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.6"
610
                },
611
                "17.7": {
612
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.7"
613
                },
614
                "17.8": {
615
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.8"
616
                },
617
                "17.9": {
618
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter17_kernel_methods_figures.ipynb#17.9"
619
                },
620
                "18.1": {
621
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.1"
622
                },
623
                "18.10": {
624
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.10"
625
                },
626
                "18.2": {
627
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.2"
628
                },
629
                "18.3": {
630
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.3"
631
                },
632
                "18.4": {
633
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.4"
634
                },
635
                "18.5": {
636
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.5"
637
                },
638
                "18.6": {
639
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.6"
640
                },
641
                "18.7": {
642
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.7"
643
                },
644
                "18.8": {
645
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.8"
646
                },
647
                "18.9": {
648
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter18_trees_forests_bagging_and_boosting_figures.ipynb#18.9"
649
                },
650
                "19.1": {
651
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.1"
652
                },
653
                "19.10": {
654
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.10"
655
                },
656
                "19.11": {
657
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.11"
658
                },
659
                "19.12": {
660
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.12"
661
                },
662
                "19.13": {
663
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.13"
664
                },
665
                "19.14": {
666
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.14"
667
                },
668
                "19.15": {
669
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.15"
670
                },
671
                "19.16": {
672
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.16"
673
                },
674
                "19.2": {
675
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.2"
676
                },
677
                "19.3": {
678
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.3"
679
                },
680
                "19.4": {
681
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.4"
682
                },
683
                "19.5": {
684
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.5"
685
                },
686
                "19.6": {
687
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.6"
688
                },
689
                "19.7": {
690
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.7"
691
                },
692
                "19.8": {
693
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.8"
694
                },
695
                "19.9": {
696
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter19_learning_with_fewer_labeled_examples_figures.ipynb#19.9"
697
                },
698
                "2.1": {
699
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.1"
700
                },
701
                "2.10": {
702
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.10"
703
                },
704
                "2.11": {
705
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.11"
706
                },
707
                "2.12": {
708
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.12"
709
                },
710
                "2.13": {
711
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.13"
712
                },
713
                "2.14": {
714
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.14"
715
                },
716
                "2.15": {
717
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.15"
718
                },
719
                "2.16": {
720
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.16"
721
                },
722
                "2.17": {
723
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.17"
724
                },
725
                "2.18": {
726
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.18"
727
                },
728
                "2.19": {
729
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.19"
730
                },
731
                "2.2": {
732
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.2"
733
                },
734
                "2.20": {
735
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.20"
736
                },
737
                "2.21": {
738
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.21"
739
                },
740
                "2.22": {
741
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.22"
742
                },
743
                "2.23": {
744
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.23"
745
                },
746
                "2.24": {
747
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.24"
748
                },
749
                "2.25": {
750
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.25"
751
                },
752
                "2.26": {
753
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.26"
754
                },
755
                "2.3": {
756
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.3"
757
                },
758
                "2.4": {
759
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.4"
760
                },
761
                "2.5": {
762
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.5"
763
                },
764
                "2.6": {
765
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.6"
766
                },
767
                "2.7": {
768
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.7"
769
                },
770
                "2.8": {
771
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.8"
772
                },
773
                "2.9": {
774
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter2_probability_univariate_models_figures.ipynb#2.9"
775
                },
776
                "20.1": {
777
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.1"
778
                },
779
                "20.10": {
780
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.10"
781
                },
782
                "20.11": {
783
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.11"
784
                },
785
                "20.12": {
786
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.12"
787
                },
788
                "20.13": {
789
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.13"
790
                },
791
                "20.14": {
792
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.14"
793
                },
794
                "20.15": {
795
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.15"
796
                },
797
                "20.16": {
798
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.16"
799
                },
800
                "20.17": {
801
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.17"
802
                },
803
                "20.18": {
804
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.18"
805
                },
806
                "20.19": {
807
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.19"
808
                },
809
                "20.2": {
810
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.2"
811
                },
812
                "20.20": {
813
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.20"
814
                },
815
                "20.21": {
816
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.21"
817
                },
818
                "20.22": {
819
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.22"
820
                },
821
                "20.23": {
822
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.23"
823
                },
824
                "20.24": {
825
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.24"
826
                },
827
                "20.25": {
828
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.25"
829
                },
830
                "20.26": {
831
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.26"
832
                },
833
                "20.27": {
834
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.27"
835
                },
836
                "20.28": {
837
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.28"
838
                },
839
                "20.29": {
840
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.29"
841
                },
842
                "20.3": {
843
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.3"
844
                },
845
                "20.30": {
846
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.30"
847
                },
848
                "20.31": {
849
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.31"
850
                },
851
                "20.32": {
852
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.32"
853
                },
854
                "20.33": {
855
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.33"
856
                },
857
                "20.34": {
858
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.34"
859
                },
860
                "20.35": {
861
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.35"
862
                },
863
                "20.36": {
864
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.36"
865
                },
866
                "20.37": {
867
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.37"
868
                },
869
                "20.38": {
870
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.38"
871
                },
872
                "20.39": {
873
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.39"
874
                },
875
                "20.4": {
876
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.4"
877
                },
878
                "20.40": {
879
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.40"
880
                },
881
                "20.41": {
882
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.41"
883
                },
884
                "20.42": {
885
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.42"
886
                },
887
                "20.43": {
888
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.43"
889
                },
890
                "20.44": {
891
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.44"
892
                },
893
                "20.45": {
894
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.45"
895
                },
896
                "20.5": {
897
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.5"
898
                },
899
                "20.6": {
900
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.6"
901
                },
902
                "20.7": {
903
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.7"
904
                },
905
                "20.8": {
906
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.8"
907
                },
908
                "20.9": {
909
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter20_dimensionality_reduction_figures.ipynb#20.9"
910
                },
911
                "21.1": {
912
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.1"
913
                },
914
                "21.10": {
915
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.10"
916
                },
917
                "21.11": {
918
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.11"
919
                },
920
                "21.12": {
921
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.12"
922
                },
923
                "21.13": {
924
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.13"
925
                },
926
                "21.14": {
927
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.14"
928
                },
929
                "21.15": {
930
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.15"
931
                },
932
                "21.16": {
933
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.16"
934
                },
935
                "21.17": {
936
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.17"
937
                },
938
                "21.18": {
939
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.18"
940
                },
941
                "21.19": {
942
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.19"
943
                },
944
                "21.2": {
945
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.2"
946
                },
947
                "21.20": {
948
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.20"
949
                },
950
                "21.21": {
951
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.21"
952
                },
953
                "21.22": {
954
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.22"
955
                },
956
                "21.3": {
957
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.3"
958
                },
959
                "21.4": {
960
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.4"
961
                },
962
                "21.5": {
963
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.5"
964
                },
965
                "21.6": {
966
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.6"
967
                },
968
                "21.7": {
969
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.7"
970
                },
971
                "21.8": {
972
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.8"
973
                },
974
                "21.9": {
975
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter21_clustering_figures.ipynb#21.9"
976
                },
977
                "22.1": {
978
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.1"
979
                },
980
                "22.2": {
981
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.2"
982
                },
983
                "22.3": {
984
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.3"
985
                },
986
                "22.4": {
987
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.4"
988
                },
989
                "22.5": {
990
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.5"
991
                },
992
                "22.6": {
993
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter22_recommender_systems_figures.ipynb#22.6"
994
                },
995
                "23.1": {
996
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.1"
997
                },
998
                "23.2": {
999
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.2"
1000
                },
1001
                "23.3": {
1002
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.3"
1003
                },
1004
                "23.4": {
1005
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.4"
1006
                },
1007
                "23.5": {
1008
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.5"
1009
                },
1010
                "23.6": {
1011
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.6"
1012
                },
1013
                "23.7": {
1014
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.7"
1015
                },
1016
                "23.8": {
1017
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.8"
1018
                },
1019
                "23.9": {
1020
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter23_graph_embeddings_figures.ipynb#23.9"
1021
                },
1022
                "3.1": {
1023
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.1"
1024
                },
1025
                "3.10": {
1026
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.10"
1027
                },
1028
                "3.11": {
1029
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.11"
1030
                },
1031
                "3.12": {
1032
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.12"
1033
                },
1034
                "3.13": {
1035
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.13"
1036
                },
1037
                "3.14": {
1038
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.14"
1039
                },
1040
                "3.15": {
1041
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.15"
1042
                },
1043
                "3.16": {
1044
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.16"
1045
                },
1046
                "3.17": {
1047
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.17"
1048
                },
1049
                "3.2": {
1050
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.2"
1051
                },
1052
                "3.3": {
1053
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.3"
1054
                },
1055
                "3.4": {
1056
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.4"
1057
                },
1058
                "3.5": {
1059
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.5"
1060
                },
1061
                "3.6": {
1062
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.6"
1063
                },
1064
                "3.7": {
1065
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.7"
1066
                },
1067
                "3.8": {
1068
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.8"
1069
                },
1070
                "3.9": {
1071
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter3_probability_multivariate_models_figures.ipynb#3.9"
1072
                },
1073
                "4.1": {
1074
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.1"
1075
                },
1076
                "4.10": {
1077
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.10"
1078
                },
1079
                "4.11": {
1080
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.11"
1081
                },
1082
                "4.12": {
1083
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.12"
1084
                },
1085
                "4.13": {
1086
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.13"
1087
                },
1088
                "4.14": {
1089
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.14"
1090
                },
1091
                "4.15": {
1092
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.15"
1093
                },
1094
                "4.16": {
1095
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.16"
1096
                },
1097
                "4.17": {
1098
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.17"
1099
                },
1100
                "4.18": {
1101
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.18"
1102
                },
1103
                "4.19": {
1104
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.19"
1105
                },
1106
                "4.2": {
1107
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.2"
1108
                },
1109
                "4.20": {
1110
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.20"
1111
                },
1112
                "4.21": {
1113
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.21"
1114
                },
1115
                "4.22": {
1116
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.22"
1117
                },
1118
                "4.23": {
1119
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.23"
1120
                },
1121
                "4.24": {
1122
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.24"
1123
                },
1124
                "4.25": {
1125
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.25"
1126
                },
1127
                "4.26": {
1128
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.26"
1129
                },
1130
                "4.3": {
1131
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.3"
1132
                },
1133
                "4.4": {
1134
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.4"
1135
                },
1136
                "4.5": {
1137
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.5"
1138
                },
1139
                "4.6": {
1140
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.6"
1141
                },
1142
                "4.7": {
1143
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.7"
1144
                },
1145
                "4.8": {
1146
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.8"
1147
                },
1148
                "4.9": {
1149
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter4_statistics_figures.ipynb#4.9"
1150
                },
1151
                "5.1": {
1152
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.1"
1153
                },
1154
                "5.10": {
1155
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.10"
1156
                },
1157
                "5.11": {
1158
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.11"
1159
                },
1160
                "5.12": {
1161
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.12"
1162
                },
1163
                "5.2": {
1164
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.2"
1165
                },
1166
                "5.3": {
1167
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.3"
1168
                },
1169
                "5.4": {
1170
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.4"
1171
                },
1172
                "5.5": {
1173
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.5"
1174
                },
1175
                "5.6": {
1176
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.6"
1177
                },
1178
                "5.7": {
1179
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.7"
1180
                },
1181
                "5.8": {
1182
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.8"
1183
                },
1184
                "5.9": {
1185
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter5_decision_theory_figures.ipynb#5.9"
1186
                },
1187
                "6.1": {
1188
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.1"
1189
                },
1190
                "6.2": {
1191
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.2"
1192
                },
1193
                "6.3": {
1194
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.3"
1195
                },
1196
                "6.4": {
1197
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.4"
1198
                },
1199
                "6.5": {
1200
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.5"
1201
                },
1202
                "6.6": {
1203
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.6"
1204
                },
1205
                "6.7": {
1206
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter6_information_theory_figures.ipynb#6.7"
1207
                },
1208
                "7.1": {
1209
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.1"
1210
                },
1211
                "7.10": {
1212
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.10"
1213
                },
1214
                "7.11": {
1215
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.11"
1216
                },
1217
                "7.12": {
1218
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.12"
1219
                },
1220
                "7.2": {
1221
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.2"
1222
                },
1223
                "7.3": {
1224
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.3"
1225
                },
1226
                "7.4": {
1227
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.4"
1228
                },
1229
                "7.5": {
1230
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.5"
1231
                },
1232
                "7.6": {
1233
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.6"
1234
                },
1235
                "7.7": {
1236
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.7"
1237
                },
1238
                "7.8": {
1239
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.8"
1240
                },
1241
                "7.9": {
1242
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter7_linear_algebra_figures.ipynb#7.9"
1243
                },
1244
                "8.1": {
1245
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.1"
1246
                },
1247
                "8.10": {
1248
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.10"
1249
                },
1250
                "8.11": {
1251
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.11"
1252
                },
1253
                "8.12": {
1254
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.12"
1255
                },
1256
                "8.13": {
1257
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.13"
1258
                },
1259
                "8.14": {
1260
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.14"
1261
                },
1262
                "8.15": {
1263
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.15"
1264
                },
1265
                "8.16": {
1266
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.16"
1267
                },
1268
                "8.17": {
1269
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.17"
1270
                },
1271
                "8.18": {
1272
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.18"
1273
                },
1274
                "8.19": {
1275
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.19"
1276
                },
1277
                "8.2": {
1278
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.2"
1279
                },
1280
                "8.20": {
1281
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.20"
1282
                },
1283
                "8.21": {
1284
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.21"
1285
                },
1286
                "8.22": {
1287
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.22"
1288
                },
1289
                "8.23": {
1290
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.23"
1291
                },
1292
                "8.24": {
1293
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.24"
1294
                },
1295
                "8.25": {
1296
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.25"
1297
                },
1298
                "8.26": {
1299
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.26"
1300
                },
1301
                "8.27": {
1302
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.27"
1303
                },
1304
                "8.28": {
1305
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.28"
1306
                },
1307
                "8.29": {
1308
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.29"
1309
                },
1310
                "8.3": {
1311
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.3"
1312
                },
1313
                "8.30": {
1314
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter8_optimization_figures.ipynb#8.30"
1315
                },
1316
                "8.31": {
1317
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter8_optimization_figures.ipynb#8.31"
1318
                },
1319
                "8.4": {
1320
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.4"
1321
                },
1322
                "8.5": {
1323
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.5"
1324
                },
1325
                "8.6": {
1326
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.6"
1327
                },
1328
                "8.7": {
1329
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.7"
1330
                },
1331
                "8.8": {
1332
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.8"
1333
                },
1334
                "8.9": {
1335
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter8_optimization_figures.ipynb#8.9"
1336
                },
1337
                "9.1": {
1338
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.1"
1339
                },
1340
                "9.2": {
1341
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.2"
1342
                },
1343
                "9.3": {
1344
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.3"
1345
                },
1346
                "9.4": {
1347
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.4"
1348
                },
1349
                "9.5": {
1350
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.5"
1351
                },
1352
                "9.6": {
1353
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.6"
1354
                },
1355
                "9.7": {
1356
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.7"
1357
                },
1358
                "9.8": {
1359
                    "link": "https://colab.research.google.com/github/probml/pml-book/blob/main/pml1/figure_notebooks//chapter9_linear_discriminant_analysis_figures.ipynb#9.8"
1360
                },
1361
                "9.9": {
1362
                    "link": "https://colab.research.google.com/github/probml/pyprobml/blob/master/book1/figures/chapter9_linear_discriminant_analysis_figures.ipynb#9.9"
1363
                },
1364
                "attention_torch": {
1365
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1366
                },
1367
                "batchnorm_torch": {
1368
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/linsys_solve_demo.py"
1369
                },
1370
                "bert_torch": {
1371
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1372
                },
1373
                "betaHPD": {
1374
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/betaHPD.py"
1375
                },
1376
                "beta_credible_int_demo": {
1377
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/beta_credible_int_demo.py"
1378
                },
1379
                "cholesky_demo": {
1380
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/cholesky_demo.py"
1381
                },
1382
                "cifar10_cnn_lightning": {
1383
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/cifar10_cnn_lightning.ipynb"
1384
                },
1385
                "cnn1d_sentiment_torch": {
1386
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1387
                },
1388
                "conv2d_as_matrix_mult.py": {
1389
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/conv2d_as_matrix_mult.py.py"
1390
                },
1391
                "conv2d_torch": {
1392
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/linsys_solve_demo.py"
1393
                },
1394
                "correlation2d": {
1395
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/correlation2d.py"
1396
                },
1397
                "densenet_torch": {
1398
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/cifar10_cnn_lightning.ipynb"
1399
                },
1400
                "dtheory": {
1401
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/dtheory.ipynb"
1402
                },
1403
                "einsum_demo": {
1404
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/einsum_demo.py"
1405
                },
1406
                "entailment_attention_mlp_torch": {
1407
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1408
                },
1409
                "finetune_cnn_torch": {
1410
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/finetune_cnn_torch.ipynb"
1411
                },
1412
                "gru_torch": {
1413
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1414
                },
1415
                "layer_norm_torch": {
1416
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/layer_norm_torch.ipynb"
1417
                },
1418
                "lenet_torch": {
1419
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/lenet_torch.ipynb"
1420
                },
1421
                "linsys_solve_demo": {
1422
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/linsys_solve_demo.py"
1423
                },
1424
                "lstm_torch": {
1425
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1426
                },
1427
                "mix_bernoulli_sgd_mnist": {
1428
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/mix_bernoulli_sgd_mnist.py"
1429
                },
1430
                "multi_gpu_training_torch": {
1431
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/linsys_solve_demo.py"
1432
                },
1433
                "multi_head_attention": {
1434
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1435
                },
1436
                "nmt_attention_torch": {
1437
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1438
                },
1439
                "nmt_torch": {
1440
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1441
                },
1442
                "perceptron_demo_2d": {
1443
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/perceptron_demo_2d.py"
1444
                },
1445
                "power_method_demo": {
1446
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/power_method_demo.py"
1447
                },
1448
                "resnet_torch": {
1449
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/lenet_torch.ipynb"
1450
                },
1451
                "rnn_sentiment_torch": {
1452
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1453
                },
1454
                "rnn_torch": {
1455
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1456
                },
1457
                "skipgram_torch": {
1458
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/skipgram_torch.ipynb"
1459
                },
1460
                "sprinkler_pgm": {
1461
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/sprinkler_pgm.ipynb"
1462
                },
1463
                "text_preproc_torch": {
1464
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/text_preproc_torch.ipynb"
1465
                },
1466
                "tfidf_demo": {
1467
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/tfidf_demo.py"
1468
                },
1469
                "transformers_torch": {
1470
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1471
                },
1472
                "transposed_conv_torch": {
1473
                    "link": "https://github.com/probml/pyprobml/blob/master/scripts/transposed_conv_torch.py"
1474
                },
1475
                "word_analogies_torch": {
1476
                    "link": "https://colab.research.google.com/github/probml/probml-notebooks/blob/master/notebooks/word_analogies_torch.ipynb"
1477
                },
1478
                "x.y": {
1479
                    "link": "https://github.com/probml/pml-book/tree/main/pml1"
1480
                }
1481
            }
1482
        }
1483
    }
1484
}
1485
Product

Resources

Company
