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R\u0026D**\n\n[![CodeFactor](https://www.codefactor.io/repository/github/catalyst-team/catalyst/badge)](https://www.codefactor.io/repository/github/catalyst-team/catalyst)\n[![Pipi version](https://img.shields.io/pypi/v/catalyst.svg)](https://pypi.org/project/catalyst/)\n[![Docs](https://img.shields.io/badge/dynamic/json.svg?label=docs\u0026url=https%3A%2F%2Fpypi.org%2Fpypi%2Fcatalyst%2Fjson\u0026query=%24.info.version\u0026colorB=brightgreen\u0026prefix=v)](https://catalyst-team.github.io/catalyst/index.html)\n[![PyPI Status](https://pepy.tech/badge/catalyst)](https://pepy.tech/project/catalyst)\n\n[![Twitter](https://img.shields.io/badge/news-twitter-499feb)](https://twitter.com/catalyst_core)\n[![Telegram](https://img.shields.io/badge/channel-telegram-blue)](https://t.me/catalyst_team)\n[![Slack](https://img.shields.io/badge/Catalyst-slack-success)](https://join.slack.com/t/catalyst-team-core/shared_invite/zt-d9miirnn-z86oKDzFMKlMG4fgFdZafw)\n[![Github contributors](https://img.shields.io/github/contributors/catalyst-team/catalyst.svg?logo=github\u0026logoColor=white)](https://github.com/catalyst-team/catalyst/graphs/contributors)\n\n\u003c/div\u003e\n\nPyTorch framework for Deep Learning research and development.\nIt focuses on reproducibility, rapid experimentation, and codebase reuse \nso you can create something new rather than write another regular train loop.\n\u003cbr/\u003e Break the cycle - use the Catalyst!\n\nProject [manifest](https://github.com/catalyst-team/catalyst/blob/master/MANIFEST.md). Part of [PyTorch Ecosystem](https://pytorch.org/ecosystem/). Part of [Catalyst Ecosystem](https://docs.google.com/presentation/d/1D-yhVOg6OXzjo9K_-IS5vSHLPIUxp1PEkFGnpRcNCNU/edit?usp=sharing):\n- [Alchemy](https://github.com/catalyst-team/alchemy) - experiments logging \u0026 visualization\n- [Catalyst](https://github.com/catalyst-team/catalyst) - accelerated deep learning R\u0026D\n- [Reaction](https://github.com/catalyst-team/reaction) - convenient deep learning models serving\n\n[Catalyst at AI Landscape](https://landscape.lfai.foundation/selected=catalyst).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcatalyst-team%2Fcatalyst-pics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcatalyst-team%2Fcatalyst-pics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcatalyst-team%2Fcatalyst-pics/lists"}