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Accelerated DL R&D

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PyTorch framework for Deep Learning research and development. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing. Being able to research/develop something new, rather than write another regular train loop.
Break the cycle - use the Catalyst!

Project manifest. Part of PyTorch Ecosystem. Part of Catalyst Ecosystem:

  • Alchemy - Experiments logging & visualization
  • Catalyst - Accelerated Deep Learning Research and Development
  • Reaction - Convenient Deep Learning models serving

Catalyst at AI Landscape.


Catalyst.Codestyle Github contributors

Installation

Common installation:

pip install -U catalyst-codestyle

Getting started

# make code compatible with `catalyst` code style
catalyst-make-codestyle

# check that the code is `catalyst` code style compliant
catalyst-check-codestyle