https://github.com/vincentlongpre/variational-bayes
This project aims to investigate the similarities and differences between different latent variable models namely VAE and AVB.
https://github.com/vincentlongpre/variational-bayes
Keywords
adversarial-machine-learning generative-adversarial-network latent-variable-models variational-autoencoder
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
This project aims to investigate the similarities and differences between different latent variable models namely VAE and AVB.
- Host: GitHub
- URL: https://github.com/vincentlongpre/variational-bayes
- Owner: VincentLongpre
- License: mit
- Created: 2023-12-12T00:42:06.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-12-22T15:47:04.000Z (over 1 year ago)
- Last Synced: 2024-05-16T23:47:39.200Z (12 months ago)
- Topics: adversarial-machine-learning, generative-adversarial-network, latent-variable-models, variational-autoencoder
- Language: Jupyter Notebook
- Homepage:
- Size: 18.8 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: Vincent Longpré
- Login: VincentLongpre
- Email:
- Kind: user
- Description:
- Website:
- Location: Montreal, Quebec
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/87725174?v=4
- Repositories: 1
- Last ynced at: 2023-07-11T20:29:48.347Z
- Profile URL: https://github.com/VincentLongpre
GitHub Events
Total
- Watch event: 1
- Push event: 57
- Pull request event: 24
- Create event: 6
Last Year
- Create event: 6
- Pull request event: 24
- Push event: 57
- Watch event: 1
Committers metadata
Last synced: 12 months ago
Total Commits: 61
Total Committers: 3
Avg Commits per committer: 20.333
Development Distribution Score (DDS): 0.541
Commits in past year: 61
Committers in past year: 3
Avg Commits per committer in past year: 20.333
Development Distribution Score (DDS) in past year: 0.541
| Name | Commits | |
|---|---|---|
| GabrielMissael | m****o@g****m | 28 |
| Vincent Longpre | v****9@g****m | 27 |
| Vincent Longpré | 8****e | 6 |
Committer domains:
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 0
Total pull requests: 18
Average time to close issues: N/A
Average time to close pull requests: less than a minute
Total issue authors: 0
Total pull request authors: 2
Average comments per issue: 0
Average comments per pull request: 0.0
Merged pull request: 18
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 18
Past year average time to close issues: N/A
Past year average time to close pull requests: less than a minute
Past year issue authors: 0
Past year pull request authors: 2
Past year average comments per issue: 0
Past year average comments per pull request: 0.0
Past year merged pull request: 18
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
Top Pull Request Authors
- GabrielMissael (16)
- VincentLongpre (2)
Top Issue Labels
Top Pull Request Labels
Dependencies
- Jinja2 ==3.1.2
- MarkupSafe ==2.1.3
- Pillow ==9.3.0
- Pygments ==2.17.2
- asttokens ==2.4.1
- certifi ==2022.12.7
- charset-normalizer ==2.1.1
- comm ==0.2.0
- contourpy ==1.2.0
- cycler ==0.12.1
- debugpy ==1.8.0
- decorator ==5.1.1
- exceptiongroup ==1.2.0
- executing ==2.0.1
- filelock ==3.9.0
- fonttools ==4.46.0
- fsspec ==2023.4.0
- idna ==3.4
- importlib-metadata ==7.0.0
- importlib-resources ==6.1.1
- ipykernel ==6.27.1
- ipython ==8.18.1
- jedi ==0.19.1
- joblib ==1.3.2
- jupyter_client ==8.6.0
- jupyter_core ==5.5.0
- kiwisolver ==1.4.5
- llvmlite ==0.41.1
- matplotlib ==3.8.2
- matplotlib-inline ==0.1.6
- mpmath ==1.3.0
- nest-asyncio ==1.5.8
- networkx ==3.0
- numba ==0.58.1
- numpy ==1.24.1
- packaging ==23.2
- pandas ==2.1.4
- parso ==0.8.3
- pexpect ==4.9.0
- platformdirs ==4.1.0
- prompt-toolkit ==3.0.41
- psutil ==5.9.6
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- pynndescent ==0.5.11
- pyparsing ==3.1.1
- python-dateutil ==2.8.2
- pytz ==2023.3.post1
- pyzmq ==25.1.2
- requests ==2.28.1
- scikit-learn ==1.3.2
- scipy ==1.11.4
- seaborn ==0.13.0
- six ==1.16.0
- stack-data ==0.6.3
- sympy ==1.12
- threadpoolctl ==3.2.0
- torch ==2.1.1
- torchaudio ==2.1.1
- torchvision ==0.16.1
- tornado ==6.4
- tqdm ==4.66.1
- traitlets ==5.14.0
- triton ==2.1.0
- typing_extensions ==4.4.0
- tzdata ==2023.3
- umap-learn ==0.5.5
- urllib3 ==1.26.13
- wcwidth ==0.2.12
- zipp ==3.17.0
Score: 1.0986122886681098