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GitHub / clementchadebec / benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clementchadebec%2Fbenchmark_VAE
Stars: 1,698
Forks: 154
Open Issues: 24
License: apache-2.0
Language: Python
Repo Size: 42.5 MB
Dependencies:
37
Created: over 2 years ago
Updated: 17 days ago
Last pushed: about 2 months ago
Last synced: 15 days ago
Commit Stats
Commits: 342
Authors: 18
Mean commits per author: 19.0
Development Distribution Score: 0.415
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/clementchadebec/benchmark_VAE
Topics: benchmarking, beta-vae, comparison, normalizing-flows, pixel-cnn, pytorch, reproducibility, reproducible-research, vae, vae-gan, vae-implementation, vae-pytorch, variational-autoencoder, vq-vae, wasserstein-autoencoder
Files
Dependencies
- matplotlib >=3.3.2
- torchvision >=0.9.1
- cloudpickle >=2.1.0
- dataclasses >=0.6
- imageio *
- numpy >=1.19
- pickle5 *
- pydantic >=1.8.2
- scikit-learn *
- scipy >=1.7.1
- torch >=1.10.1
- tqdm *
- typing_extensions *
- cloudpickle >=2.1.0
- dataclasses >=0.6
- imageio *
- numpy >=1.19
- pydantic >=1.8.2
- scikit-learn *
- scipy >=1.7.1
- torch >=1.10.1
- tqdm *
- typing_extensions *
- actions/checkout main composite
- actions/setup-python main composite
- codecov/codecov-action v2 composite
- actions/checkout main composite
- actions/setup-python main composite
- Sphinx ==4.1.2
- sphinx-rtd-theme ==0.5.2
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-bibtex ==2.3.0
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.0
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.5