Files

data
images
- 01_knn_space.png
- 01_machine_learning_basic.png
- 01_soa_function_families.png
- 01_underfit.png
- 02_auto_encoder.png
- 02_cnns.png
- 02_convolution.png
- 02_feedforward_nn.png
- 02_rnn.png
- auto_encoder.png
- file.png
- file_html.png
- file_jupyter.png
- file_pdf.png
- vae_scores.png
.gitignore
00_introduction.pdf
01_machine_learning.pdf
01a_machine_learning.ipynb
01b_feature_based_learning.ipynb
02_neural_networks.pdf
02a_neural_networks.ipynb
02b_advanced_networks.ipynb
03_support_vector_machines.ipynb
03_support_vector_machines.pdf
04_probabilities_and_distributions.pdf
04a_probabilities.ipynb
04b_distributions.ipynb
05_bayesian_inference.pdf
05a_bayesian_inference.ipynb
06_latent_expectation_maximization.pdf
06a_latent_models.ipynb
07_gaussian_mixture_models.ipynb
07_gaussian_mixtures.pdf
08_approximate_inference.pdf
08a_sampling_mcmc.ipynb
09_deep_learning_pytorch.pdf
09a_auto_encoders.ipynb
09b_pytorch.ipynb
10_variational_ae_flows.pdf
10a_variational_auto_encoders.ipynb
10b_normalizing_flows.ipynb
11_adversarial_learning.pdf
11a_generative_adversarial_network.ipynb
LICENSE
README.md
helper_data.py
helper_plot.py

images

PierreChouteau

Clean up of the different plots and comments

Oct 5, 2022

af3398f · Oct 5, 2022

This branch is 18 commits ahead of, 4 commits behind esling/atiam_ml:main.

Name		Name	Last commit message	Last commit date
parent directory ..
01_knn_space.png		01_knn_space.png	Final slides of ML	Oct 22, 2020
01_machine_learning_basic.png		01_machine_learning_basic.png	Updating helpers and images	Oct 21, 2020
01_soa_function_families.png		01_soa_function_families.png	Updating helpers and images	Oct 21, 2020
01_underfit.png		01_underfit.png	Updating helpers and images	Oct 21, 2020
02_auto_encoder.png		02_auto_encoder.png	Adding images	Oct 22, 2020
02_cnns.png		02_cnns.png	Adding images	Oct 22, 2020
02_convolution.png		02_convolution.png	Adding images	Oct 22, 2020
02_feedforward_nn.png		02_feedforward_nn.png	Adding images	Oct 22, 2020
02_rnn.png		02_rnn.png	Adding images	Oct 22, 2020
auto_encoder.png		auto_encoder.png	Adding AE notebook	Nov 22, 2020
file.png		file.png	Adding images	Oct 22, 2020
file_html.png		file_html.png	Adding images	Oct 22, 2020
file_jupyter.png		file_jupyter.png	Adding images	Oct 22, 2020
file_pdf.png		file_pdf.png	Adding images	Oct 22, 2020
vae_scores.png		vae_scores.png	Adding images	Nov 22, 2020