nmichlo / disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

Date Created 2020-04-16 (4 years ago)

Commits 1,533 (last one about a year ago)

Stargazers 127 (0 this week)

Watchers 6 (0 this week)

Forks 17

License mit

Ranking

RepositoryStats indexes 597,394 repositories, of these nmichlo/disent is ranked #250,351 (58th percentile) for total stargazers, and #301,014 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #46,013/119,856.

nmichlo/disent is also tagged with popular topics, for these it's ranked: python (#11,276/22362), pytorch (#3,196/6034), python3 (#1,805/4153), metrics (#391/661), datasets (#196/359)

Other Information

nmichlo/disent has Github issues enabled, there are 13 open issues and 23 closed issues.

There have been 33 releases, the latest one was published on 2023-03-21 (about a year ago) with the name v0.8.0.

Homepage URL: https://disent.michlo.dev

All Topics

vae python metrics python3 pytorch datasets autoencoders configurable disentanglement metric-learning pytorch-lightning representation-learning disentangled-representations

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327 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-12-12 @ 11:47pm, id: 256271496 / R_kgDOD0ZkiA