hearth

a collection tools and extensions for working with pytorch


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  • Free software: MIT license

  • Documentation: docs

  • Supported Python Versions: >=3.7


Getting Started:

Install the latest stable version with pip:

$ pip install hearth

Checkout the docs:

It’s best to checkout the docs. There you’ll find detailed documentation of hearth’s features and lots of examples of how to use them.

modules

activations

metrics

losses

loop

grad

callbacks

events

containers

optimizers

samplers

Samplers for sampling batch indices (or example indexes) for use with torch.utils.data.DataLoader

datasets

transforms

transforms are basic operations that can be composed as part of a `Pipeline`_

ops

transforms

utils

datasets

tokenizers

utils

Indices and tables