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packtpublishing
GitHub Repository: packtpublishing/machine-learning-for-algorithmic-trading-second-edition
Path: blob/master/installation/linux/ml4t.yml
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name: ml4t
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channels:
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- fastai
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- bashtage
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- ml4t
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- conda-forge
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- defaults
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- anaconda
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dependencies:
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- _libgcc_mutex=0.1
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- _openmp_mutex=4.5
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- _py-xgboost-mutex=2.0
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- _tflow_select=2.3.0
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- abseil-cpp=20210324.2
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- absl-py=0.13.0
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- aiohttp=3.7.4.post0
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- alembic=1.7.1
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- alphalens-reloaded=0.4.2
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- alsa-lib=1.2.3
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- anyio=3.3.0
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- appdirs=1.4.4
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- arch=4.15
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- argon2-cffi=20.1.0
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- arrow-cpp=5.0.0
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- arviz=0.11.2
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- astor=0.8.1
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- astunparse=1.6.3
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- async-timeout=3.0.1
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- atk-1.0=2.36.0
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- attrs=21.2.0
31
- automat=20.2.0
32
- autopep8=1.5.7
33
- aws-c-cal=0.5.11
34
- aws-c-common=0.6.2
35
- aws-c-event-stream=0.2.7
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- aws-c-io=0.10.5
37
- aws-checksums=0.1.11
38
- aws-sdk-cpp=1.8.186
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- babel=2.9.1
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- backcall=0.2.0
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- backports=1.0
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- backports.functools_lru_cache=1.6.4
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- bcolz-zipline=1.2.4
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- bcrypt=3.2.0
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- beautifulsoup4=4.10.0
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- binutils=2.36.1
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- binutils_impl_linux-64=2.36.1
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- binutils_linux-64=2.36
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- bleach=4.1.0
50
- blinker=1.4
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- blosc=1.21.0
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- bokeh=2.3.3
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- bottleneck=1.3.2
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- box2d-py=2.3.8
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- bqplot=0.12.30
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- brotli=1.0.9
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- brotli-bin=1.0.9
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- brotlipy=0.7.0
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- brunsli=0.1
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- bzip2=1.0.8
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- c-ares=1.17.2
62
- c-compiler=1.3.0
63
- ca-certificates=2021.5.30
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- cachetools=4.2.2
65
- cairo=1.16.0
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- catalogue=2.0.5
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- catboost=0.26.1
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- certifi=2021.5.30
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- cffi=1.14.6
70
- cfitsio=3.470
71
- cftime=1.5.0
72
- chardet=4.0.0
73
- charls=2.2.0
74
- charset-normalizer=2.0.0
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- click=7.1.2
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- cloudpickle=1.6.0
77
- colorama=0.4.4
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- colorlover=0.3.0
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- conda=4.10.3
80
- conda-package-handling=1.7.3
81
- constantly=15.1.0
82
- cryptography=3.4.7
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- cssselect=1.1.0
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- curl=7.78.0
85
- cxx-compiler=1.3.0
86
- cycler=0.10.0
87
- cymem=2.0.5
88
- cython=0.29.24
89
- cython-blis=0.7.4
90
- cytoolz=0.11.0
91
- dask-core=2021.9.0
92
- dataclasses=0.8
93
- dbus=1.13.6
94
- debugpy=1.4.1
95
- decorator=4.4.2
96
- defusedxml=0.7.1
97
- dill=0.3.4
98
- empyrical-reloaded=0.5.8
99
- entrypoints=0.3
100
- expat=2.4.1
101
- fastprogress=1.0.0
102
- ffmpeg=4.3.2
103
- filelock=3.0.12
104
- font-ttf-dejavu-sans-mono=2.37
105
- font-ttf-inconsolata=3.000
106
- font-ttf-source-code-pro=2.038
107
- font-ttf-ubuntu=0.83
108
- fontconfig=2.13.1
109
- fonts-conda-ecosystem=1
110
- fonts-conda-forge=1
111
- freetype=2.10.4
112
- fribidi=1.0.10
113
- fsspec=2021.8.1
114
- funcy=1.16
115
- future=0.18.2
116
- gast=0.4.0
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- gcc=9.4.0
118
- gcc_impl_linux-64=9.4.0
119
- gcc_linux-64=9.4.0
120
- gdk-pixbuf=2.42.6
121
- gensim=3.8.3
122
- gettext=0.19.8.1
123
- gflags=2.2.2
124
- giflib=5.2.1
125
- glib=2.68.4
126
- glib-tools=2.68.4
127
- glog=0.5.0
128
- gmp=6.2.1
129
- gmpy2=2.1.0b5
130
- gnutls=3.6.13
131
- google-auth=1.35.0
132
- google-auth-oauthlib=0.4.6
133
- google-pasta=0.2.0
134
- googleapis-common-protos=1.53.0
135
- graphite2=1.3.13
136
- graphviz=2.49.0
137
- greenlet=1.1.1
138
- grpc-cpp=1.40.0
139
- grpcio=1.38.1
140
- gst-plugins-base=1.18.5
141
- gstreamer=1.18.5
142
- gtk2=2.24.33
143
- gts=0.7.6
144
- gxx=9.4.0
145
- gxx_impl_linux-64=9.4.0
146
- gxx_linux-64=9.4.0
147
- gym=0.19.0
148
- gym-box2d=0.19.0
149
- h2=3.2.0
150
- h5py=2.10.0
151
- harfbuzz=2.9.1
152
- hdbscan=0.8.27
153
- hdf4=4.2.15
154
- hdf5=1.10.6
155
- hpack=3.0.0
156
- html5lib=1.1
157
- hyperframe=5.2.0
158
- hyperlink=21.0.0
159
- icu=68.1
160
- idna=3.1
161
- imagecodecs=2021.6.8
162
- imageio=2.9.0
163
- importlib-metadata=4.8.1
164
- importlib_metadata=4.8.1
165
- importlib_resources=5.2.2
166
- incremental=21.3.0
167
- inflection=0.5.1
168
- intel-openmp=2021.3.0
169
- intervaltree=3.0.2
170
- ipydatawidgets=4.2.0
171
- ipykernel=6.4.0
172
- ipython=7.27.0
173
- ipython_genutils=0.2.0
174
- ipyvolume=0.6.0a8
175
- ipywebrtc=0.6.0
176
- ipywidgets=7.6.4
177
- iso3166=1.0.1
178
- iso4217=1.6.20180829
179
- itemadapter=0.4.0
180
- itemloaders=1.0.4
181
- jax=0.2.20
182
- jaxlib=0.1.71
183
- jbig=2.1
184
- jedi=0.18.0
185
- jellyfish=0.8.2
186
- jinja2=3.0.1
187
- jmespath=0.10.0
188
- joblib=1.0.1
189
- jpeg=9d
190
- json5=0.9.5
191
- jsonschema=3.2.0
192
- jupyter=1.0.0
193
- jupyter_client=7.0.2
194
- jupyter_console=6.4.0
195
- jupyter_contrib_core=0.3.3
196
- jupyter_contrib_nbextensions=0.5.1
197
- jupyter_core=4.7.1
198
- jupyter_highlight_selected_word=0.2.0
199
- jupyter_latex_envs=1.4.6
200
- jupyter_nbextensions_configurator=0.4.1
201
- jupyter_server=1.11.0
202
- jupyterlab=3.1.11
203
- jupyterlab_server=2.8.1
204
- jupyterlab_widgets=1.0.1
205
- jxrlib=1.1
206
- keras-preprocessing=1.1.2
207
- kernel-headers_linux-64=2.6.32
208
- kiwisolver=1.3.2
209
- krb5=1.19.2
210
- lame=3.100
211
- lcms2=2.12
212
- ld_impl_linux-64=2.36.1
213
- lerc=2.2.1
214
- libaec=1.0.5
215
- libblas=3.9.0
216
- libbrotlicommon=1.0.9
217
- libbrotlidec=1.0.9
218
- libbrotlienc=1.0.9
219
- libcblas=3.9.0
220
- libclang=11.1.0
221
- libcurl=7.78.0
222
- libdeflate=1.7
223
- libedit=3.1.20191231
224
- libev=4.33
225
- libevent=2.1.10
226
- libffi=3.3
227
- libgcc-devel_linux-64=9.4.0
228
- libgcc-ng=11.1.0
229
- libgd=2.3.2
230
- libgfortran-ng=11.1.0
231
- libgfortran5=11.1.0
232
- libglib=2.68.4
233
- libgomp=11.1.0
234
- libgpuarray=0.7.6
235
- libiconv=1.16
236
- liblapack=3.9.0
237
- libllvm10=10.0.1
238
- libllvm11=11.1.0
239
- libnetcdf=4.8.1
240
- libnghttp2=1.43.0
241
- libogg=1.3.4
242
- libopus=1.3.1
243
- libpng=1.6.37
244
- libpq=13.3
245
- libprotobuf=3.16.0
246
- librsvg=2.50.7
247
- libsanitizer=9.4.0
248
- libsodium=1.0.18
249
- libssh2=1.10.0
250
- libstdcxx-devel_linux-64=9.4.0
251
- libstdcxx-ng=11.1.0
252
- libthrift=0.14.2
253
- libtiff=4.3.0
254
- libtool=2.4.6
255
- libutf8proc=2.6.1
256
- libuuid=2.32.1
257
- libvorbis=1.3.7
258
- libwebp=1.2.1
259
- libwebp-base=1.2.1
260
- libxcb=1.13
261
- libxgboost=1.4.0
262
- libxkbcommon=1.0.3
263
- libxml2=2.9.12
264
- libxslt=1.1.33
265
- libzip=1.8.0
266
- libzopfli=1.0.3
267
- lightgbm=3.2.1
268
- linearmodels=4.24
269
- llvmlite=0.36.0
270
- locket=0.2.0
271
- logbook=1.5.3
272
- lru-dict=1.1.7
273
- lxml=4.6.3
274
- lz4-c=1.9.3
275
- lzo=2.10
276
- mako=1.1.5
277
- markdown=3.3.4
278
- markupsafe=2.0.1
279
- matplotlib=3.4.3
280
- matplotlib-base=3.4.3
281
- matplotlib-inline=0.1.3
282
- mistune=0.8.4
283
- mkl=2021.3.0
284
- mkl-service=2.4.0
285
- mock=4.0.3
286
- more-itertools=8.9.0
287
- mpc=1.1.0
288
- mpfr=4.1.0
289
- mplfinance=0.12.7a17
290
- mpmath=1.2.1
291
- multidict=5.1.0
292
- multipledispatch=0.6.0
293
- multitasking=0.0.9
294
- murmurhash=1.0.5
295
- mypy_extensions=0.4.3
296
- mysql-common=8.0.25
297
- mysql-libs=8.0.25
298
- nb_conda=2.2.1
299
- nb_conda_kernels=2.3.1
300
- nbclassic=0.3.1
301
- nbconvert=5.6.1
302
- nbformat=5.1.3
303
- ncurses=6.2
304
- nest-asyncio=1.5.1
305
- netcdf4=1.5.7
306
- nettle=3.6
307
- networkx=2.6.3
308
- ninja=1.10.2
309
- nltk=3.6.2
310
- notebook=6.4.3
311
- nspr=4.30
312
- nss=3.69
313
- numba=0.53.1
314
- numexpr=2.7.3
315
- numpy=1.21.2
316
- oauthlib=3.1.1
317
- olefile=0.46
318
- opencv-python-headless=4.5.3.56
319
- openh264=2.1.1
320
- openjpeg=2.4.0
321
- openssl=1.1.1l
322
- opt_einsum=3.3.0
323
- orc=1.6.10
324
- packaging=21.0
325
- pandas=1.2.5
326
- pandas-datareader=0.10.0
327
- pandoc=2.14.2
328
- pandocfilters=1.4.2
329
- pango=1.48.9
330
- parquet-cpp=1.5.1
331
- parsel=1.6.0
332
- parso=0.8.2
333
- partd=1.2.0
334
- pathy=0.6.0
335
- patsy=0.5.1
336
- pcre=8.45
337
- pexpect=4.8.0
338
- pickleshare=0.7.5
339
- pillow=8.3.2
340
- pip=21.2.4
341
- pixman=0.40.0
342
- plotly=5.3.1
343
- pooch=1.5.1
344
- preshed=3.0.5
345
- priority=1.3.0
346
- prometheus_client=0.11.0
347
- promise=2.3
348
- prompt-toolkit=3.0.20
349
- prompt_toolkit=3.0.20
350
- property-cached=1.6.4
351
- property_cached=1.6.4
352
- protego=0.1.16
353
- protobuf=3.16.0
354
- pthread-stubs=0.4
355
- ptyprocess=0.7.0
356
- py-xgboost=1.4.0
357
- pyarrow=5.0.0
358
- pyasn1=0.4.8
359
- pyasn1-modules=0.2.7
360
- pycodestyle=2.7.0
361
- pycosat=0.6.3
362
- pycparser=2.20
363
- pydantic=1.8.2
364
- pydispatcher=2.0.5
365
- pydot=1.4.2
366
- pyfolio-reloaded=0.9.4
367
- pyglet=1.5.16
368
- pygments=2.10.0
369
- pygpu=0.7.6
370
- pyjwt=2.1.0
371
- pykalman=0.9.5
372
- pyldavis=3.3.1
373
- pymc3=3.11.4
374
- pynndescent=0.5.4
375
- pyopenssl=20.0.1
376
- pyparsing=2.4.7
377
- pyphen=0.11.0
378
- pyqt=5.12.3
379
- pyqt-impl=5.12.3
380
- pyqt5-sip=4.19.18
381
- pyqtchart=5.12
382
- pyqtwebengine=5.12.1
383
- pyrsistent=0.17.3
384
- pysocks=1.7.1
385
- pytables=3.6.1
386
- python=3.8.10
387
- python-dateutil=2.8.2
388
- python-flatbuffers=2.0
389
- python-graphviz=0.17
390
- python-interface=1.6.0
391
- python_abi=3.8
392
- pythreejs=2.3.0
393
- pytorch=1.9.0
394
- pytz=2021.1
395
- pyu2f=0.1.5
396
- pywavelets=1.1.1
397
- pyyaml=5.4.1
398
- pyzmq=22.2.1
399
- qt=5.12.9
400
- qtconsole=5.1.1
401
- qtpy=1.11.0
402
- quandl=3.4.6
403
- queuelib=1.6.2
404
- re2=2021.09.01
405
- readline=8.1
406
- regex=2021.8.28
407
- requests=2.26.0
408
- requests-oauthlib=1.3.0
409
- requests-unixsocket=0.2.0
410
- rsa=4.7.2
411
- ruamel_yaml=0.15.80
412
- s2n=1.0.10
413
- scikit-image=0.18.3
414
- scikit-learn=0.24.2
415
- scipy=1.7.1
416
- scrapy=2.5.0
417
- seaborn=0.11.2
418
- seaborn-base=0.11.2
419
- semver=2.13.0
420
- send2trash=1.8.0
421
- service_identity=18.1.0
422
- setuptools=58.0.4
423
- shap=0.39.0
424
- shellingham=1.4.0
425
- six=1.15.0
426
- sleef=3.5.1
427
- slicer=0.0.7
428
- smart_open=5.2.1
429
- snappy=1.1.8
430
- sniffio=1.2.0
431
- sortedcontainers=2.4.0
432
- soupsieve=2.0.1
433
- spacy=3.1.2
434
- spacy-legacy=3.0.8
435
- sqlalchemy=1.4.23
436
- sqlite=3.36.0
437
- srsly=2.4.1
438
- statsmodels=0.12.2
439
- sympy=1.8
440
- sysroot_linux-64=2.12
441
- ta-lib=0.4.19
442
- tbb=2020.2
443
- tenacity=8.0.1
444
- tensorboard=2.6.0
445
- tensorboard-data-server=0.6.0
446
- tensorboard-plugin-wit=1.8.0
447
- tensorflow=2.4.1
448
- tensorflow-base=2.4.1
449
- tensorflow-datasets=4.3.0
450
- tensorflow-estimator=2.5.0
451
- tensorflow-metadata=0.14.0
452
- termcolor=1.1.0
453
- terminado=0.12.1
454
- testpath=0.5.0
455
- textacy=0.11.0
456
- textblob=0.15.3
457
- theano-pymc=1.1.2
458
- thinc=8.0.10
459
- threadpoolctl=2.2.0
460
- tifffile=2021.7.2
461
- tk=8.6.11
462
- toml=0.10.2
463
- toolz=0.11.1
464
- tornado=6.1
465
- tqdm=4.62.2
466
- trading-calendars=2.1.1
467
- traitlets=5.1.0
468
- traittypes=0.2.1
469
- twisted=21.7.0
470
- typer=0.3.2
471
- typing-extensions=3.10.0.0
472
- typing_extensions=3.10.0.0
473
- umap-learn=0.5.1
474
- urllib3=1.26.6
475
- w3lib=1.22.0
476
- wasabi=0.8.2
477
- wcwidth=0.2.5
478
- webencodings=0.5.1
479
- websocket-client=0.57.0
480
- werkzeug=2.0.1
481
- wheel=0.37.0
482
- widgetsnbextension=3.5.1
483
- wordcloud=1.8.1
484
- wrapt=1.12.1
485
- x264=1!161.3030
486
- xarray=0.19.0
487
- xgboost=1.4.0
488
- xlrd=2.0.1
489
- xorg-kbproto=1.0.7
490
- xorg-libice=1.0.10
491
- xorg-libsm=1.2.3
492
- xorg-libx11=1.7.2
493
- xorg-libxau=1.0.9
494
- xorg-libxdmcp=1.1.3
495
- xorg-libxext=1.3.4
496
- xorg-libxrender=0.9.10
497
- xorg-renderproto=0.11.1
498
- xorg-xextproto=7.3.0
499
- xorg-xproto=7.0.31
500
- xz=5.2.5
501
- yaml=0.2.5
502
- yarl=1.6.3
503
- yellowbrick=1.3.post1
504
- yfinance=0.1.63
505
- zeromq=4.3.4
506
- zfp=0.5.5
507
- zipline-reloaded=2.1.1
508
- zipp=3.5.0
509
- zlib=1.2.11
510
- zope.interface=5.4.0
511
- zstd=1.5.0
512
- pip:
513
- backtrader==1.9.76.123
514
- cvxpy==1.1.15
515
- ecos==2.0.7.post1
516
- livelossplot==0.5.4
517
- osqp==0.6.2.post0
518
- pymdptoolbox==4.0b3
519
- pyportfolioopt==1.4.2
520
- qdldl==0.1.5.post0
521
- scs==2.1.4
522
523