Accelerated DL R&D
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
Common installation:
pip install -U catalyst-codestyle# make code compatible with `catalyst` code style
catalyst-make-codestyle
# check that the code is `catalyst` code style compliant
catalyst-check-codestyle