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GitHub / SforAiDl / KD_Lib
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SforAiDl%2FKD_Lib
Stars: 575
Forks: 57
Open Issues: 19
License: mit
Language: Python
Repo Size: 22.2 MB
Dependencies:
58
Created: about 4 years ago
Updated: 10 days ago
Last pushed: about 1 year ago
Last synced: 8 days ago
Commit Stats
Commits: 268
Authors: 9
Mean commits per author: 29.78
Development Distribution Score: 0.537
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/SforAiDl/KD_Lib
Topics: algorithm-implementations, benchmarking, data-science, deep-learning-library, knowledge-distillation, machine-learning, model-compression, pruning, pytorch, quantization
Files
Dependencies
- Sphinx ==1.8.1
- bumpversion ==0.5.3
- contextlib2 ==0.6.0.post1
- coverage ==4.5.1
- flake8 ==3.5.0
- matplotlib ==3.2.1
- numpy ==1.21.0
- pandas ==1.0.1
- pip ==21.1
- pytest ==3.8.2
- pytest-cov ==2.6.1
- pytest-runner ==4.2
- sphinx-rtd-theme ==0.5.0
- tensorboard ==2.2.1
- torch ==1.5.0
- torchtext ==0.6.0
- torchvision ==0.6.0
- tox ==3.5.2
- tqdm ==4.42.1
- transformers ==2.10.0
- twine ==1.12.1
- watchdog ==0.9.0
- wheel ==0.32.1
- Sphinx ==1.8.1
- bumpversion ==0.5.3
- contextlib2 ==0.6.0.post1
- coverage ==4.5.1
- flake8 ==3.5.0
- huggingface-hub ==0.0.8
- matplotlib ==3.2.1
- numpy ==1.21.0
- pandas ==1.0.1
- pip ==21.1
- pytest ==3.8.2
- pytest-cov ==2.6.1
- pytest-runner ==4.2
- sacremoses *
- sphinx-rtd-theme ==0.5.0
- tensorboard ==2.2.1
- tokenizers ==0.10.1
- torch ==1.8.1
- torchtext ==0.9.1
- torchvision ==0.9.1
- tox ==3.5.2
- tqdm ==4.42.1
- transformers ==4.6.1
- twine ==1.12.1
- watchdog ==0.9.0
- wheel ==0.32.1
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pypa/gh-action-pypi-publish master composite