Name | Size | Last Modified |
|---|---|---|
| README.md | 3.9 KB | |
| autodiff_jax.ipynb | 27.7 KB | |
| autodiff_pytorch.ipynb | 22 KB | |
| autodiff_tf.ipynb | 6.7 KB | |
| em_log_likelihood_max.ipynb | 38.4 KB | |
| extrema_fig_1d.ipynb | 1.2 KB | |
| fig_8_1.ipynb | 550 bytes | |
| fig_8_14.ipynb | 1.3 KB | |
| fig_8_26.ipynb | 1 KB | |
| gmm_lik_surface_plot.ipynb | 1.9 KB | |
| learning_rate_plot.ipynb | 1.6 KB | |
| lineSearchConditionNum.ipynb | 3.4 KB | |
| lms_demo.ipynb | 8.5 KB | |
| lrschedule_tf.ipynb | 113.1 KB | |
| mix_gauss_demo_faithful.ipynb | 2.7 KB | |
| mix_gauss_mle_vs_map.ipynb | 3.9 KB | |
| mix_gauss_singularity.ipynb | 1.6 KB | |
| newtonsMethodMinQuad.ipynb | 1.7 KB | |
| newtonsMethodNonConvex.ipynb | 1.8 KB | |
| opt_flax.ipynb | 35.3 KB | |
| opt_jax.ipynb | 26.7 KB | |
| saddle.ipynb | 1.5 KB | |
| sgd_comparison.ipynb | 479.4 KB | |
| smooth-vs-nonsmooth-1d.ipynb | 919 bytes | |
| steepestDescentDemo.ipynb | 4.1 KB |
