Computational Statistics Project : Geometry-Aware Hamiltonian Variational Auto-Encoder - MONTE Charles, ZHENG Emilie

Inspired from PyRaug's tutorials, requires PyRaug to be installed.

The medical dataset used can be found here

The trained_models folder which contains the two trained RHVAE models was too large for github so it can be downloaded here

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
data		data
dummy_output_dir		dummy_output_dir
output_logs/hemorrhage_rhvae_logs		output_logs/hemorrhage_rhvae_logs
utils		utils
README.md		README.md
classification.ipynb		classification.ipynb
classification_results.csv		classification_results.csv
prepare_datasets.ipynb		prepare_datasets.ipynb
qualitative_testing_data_generation.ipynb		qualitative_testing_data_generation.ipynb
rhvae_data_generation.ipynb		rhvae_data_generation.ipynb
rhvae_training.ipynb		rhvae_training.ipynb
slides.pdf		slides.pdf

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