LICENSE
README.md
pyproject.toml
predpca/__init__.py
predpca/aloi/main.py
predpca/aloi/main_compare_models.py
predpca/aloi/main_plot_prediction_error.py
predpca/aloi/main_preprocess.py
predpca/aloi/plot_comparison_result.py
predpca/aloi/predpca_utils.py
predpca/aloi/visualize.py
predpca/aloi/tmp/compare_models.py
predpca/bdd100k/main_analyze_categorical_features.py
predpca/bdd100k/main_analyze_dynamical_features.py
predpca/bdd100k/main_preprocess.py
predpca/bdd100k/main_test.py
predpca/bdd100k/main_train.py
predpca/mnist/create_digit_sequence.py
predpca/mnist/main_compare_models.py
predpca/mnist/main_plot_encodings.py
predpca/mnist/main_plot_predicted_images.py
predpca/mnist/main_plot_prediction_error.py
predpca/mnist/plot_comparison_result.py
predpca/mnist/postprocess.py
predpca/mnist/predpca_utils.py
predpca/mnist/visualize.py
predpca/mnist/wta_prediction.py
predpca/mnist/tmp/main_plot_prediction_error.py
predpca/models/__init__.py
predpca/models/base_encoder.py
predpca/models/encoder.py
predpca/models/ica.py
predpca/models/model.py
predpca/models/wta_classifier.py
predpca/models/baselines/__init__.py
predpca/models/baselines/ae_predictor/encoder.py
predpca/models/baselines/autoencoder/encoder.py
predpca/models/baselines/autoencoder/model.py
predpca/models/baselines/ltae/encoder.py
predpca/models/baselines/ltae/model.py
predpca/models/baselines/ltae/tmp/model.py
predpca/models/baselines/simple_nn/model.py
predpca/models/baselines/simple_nn/tmp/model.py
predpca/models/baselines/tae/encoder.py
predpca/models/baselines/tae/model.py
predpca/models/baselines/tica/encoder.py
predpca/models/baselines/vae/encoder.py
predpca/models/baselines/vae/model.py
predpca/models/baselines/vae/tmp/evaluator.py
predpca/models/baselines/vae/tmp/model_comparer.py
predpca/models/baselines/vae/tmp/model_evaluator.py
predpca/models/baselines/vae/tmp/trainer.py
predpca/models/baselines/vae/tmp/vae.py
predpca/nonlinear/canonical_nonlinear_system.py
predpca/nonlinear/lorenz_attractor.py
predpca/nonlinear/main.py
predpca/utils/__init__.py
predpca/utils/device_manager.py
predpca/utils/pcacov.py
predpca/utils/pcacov_torch.py
predpca/utils/sym_positive_torch.py
predpca_py.egg-info/PKG-INFO
predpca_py.egg-info/SOURCES.txt
predpca_py.egg-info/dependency_links.txt
predpca_py.egg-info/requires.txt
predpca_py.egg-info/top_level.txt
test/test_aloi_main.py
test/test_aloi_main_plot_prediction_error.py
test/test_mnist_main_plot_encodings.py
test/test_mnist_main_plot_predicted_images.py
test/test_mnist_main_plot_prediction_error.py
test/test_nonlinear_main.py
test/todo/_test_bdd100k_main_analyze_categorical_features.py
test/todo/_test_bdd100k_main_analyze_dynamical_features.py
test/todo/_test_bdd100k_main_preprocess.py
test/todo/_test_bdd100k_main_test.py
test/todo/_test_bdd100k_main_train.py
test/todo/_test_nonlinear_canonical_nonlinear_system.py
test/todo/_test_nonlinear_lorenz_attractor.py