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GitHub / catalyst-team / catalyst
Accelerated deep learning R&D
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/catalyst-team%2Fcatalyst
Stars: 3,234
Forks: 385
Open Issues: 2
License: apache-2.0
Language: Python
Repo Size: 52.6 MB
Dependencies:
68
Created: over 5 years ago
Updated: 4 days ago
Last pushed: 2 months ago
Last synced: about 8 hours ago
Commit Stats
Commits: 1474
Authors: 114
Mean commits per author: 12.93
Development Distribution Score: 0.535
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/catalyst-team/catalyst
Topics: computer-vision, deep-learning, distributed-computing, image-classification, image-processing, image-segmentation, information-retrieval, infrastructure, machine-learning, metric-learning, natural-language-processing, object-detection, python, pytorch, recommender-system, reinforcement-learning, reproducibility, research, text-classification, text-segmentation
Funding links: https://patreon.com/catalyst_team, https://opencollective.com/catalyst
Files
Dependencies
- catalyst-sphinx-theme ==1.1.2
- sphinx *
- catalyst ==21.12
- mean-average-precision *
- xmltodict *
- imageio >=2.5.0
- opencv-python-headless >=4.2.0.32
- requests *
- scikit-image <0.19.0>=0.16.1
- torchvision >=0.5.0
- deepspeed >=0.4.0
- Jinja2 <=3.0.3
- black ==21.8b0
- catalyst-codestyle ==21.09.2
- catalyst-sphinx-theme ==1.2.0
- click <=8.0.4
- docutils ==0.17.1
- mock ==3.0.5
- path *
- pre-commit ==2.13.0
- pytest *
- sphinx ==2.2.1
- tomlkit ==0.7.2
- matplotlib >=3.1.0
- pandas >=1.0.0
- scikit-learn >=1.0
- scipy >=1.4.1
- neptune-client >=0.9.8
- optuna >=2.0.0
- accelerate >=0.5.1
- hydra-slayer >=0.4.0
- numpy >=1.18
- tensorboardX >=2.1.0
- torch >=1.4.0
- tqdm >=4.33.0
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- ad-m/github-push-action master composite
- elgohr/Publish-Docker-Github-Action master composite
- pypa/gh-action-pypi-publish master composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- ad-m/github-push-action master composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/first-interaction v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pytorch/pytorch ${PYTORCH_TAG build
- python 3.8 build