> ## Documentation Index
> Fetch the complete documentation index at: https://wb-21fd5541-run-filter-ui-updates.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

> How to integrate W&B for Catalyst, a PyTorch framework.

# Catalyst

[Catalyst](https://github.com/catalyst-team/catalyst) is a PyTorch framework for deep learning R\&D that focuses on reproducibility, rapid experimentation, and codebase reuse so you can create something new.

Catalyst includes a W\&B integration for logging parameters, metrics, images, and other artifacts.

Check out their [documentation of the integration](https://catalyst-team.github.io/catalyst/api/loggers.html#catalyst.loggers.wandb.WandbLogger), which includes examples using Python and Hydra.

## Interactive example

Run an [example colab](https://colab.research.google.com/drive/1PD0LnXiADCtt4mu7bzv7VfQkFXVrPxJq?usp=sharing) to see Catalyst and W\&B integration in action.