PyTorch utilities

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License: MIT License (MIT)

Author: brentyi

Requires: Python >=3.7

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Project description

fannypack

build mypy lint codecov

A loose collection of tools for training PyTorch models.

Contents include helpers for:

  • Experiment management, Tensorboard logging, and checkpointing (Python + CLI)
  • Reading and manipulating arrays and tensors stored in containers: converting between types, moving across (Torch) devices, slicing across shared dimensions
  • Freezing and unfreezing portions of PyTorch modules
  • Reading and writing time series data/trajectory files via hdf5
  • and a lot more!

See documentation for full overview of functionality.

Standard installation:

pip install fannypack

Install from source:

git clone https://github.com/brentyi/fannypack.git
cd fannypack && pip install -e .

Github: https://github.com/brentyi/fannypack

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for brentyi from gravatar.com brentyi

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT License (MIT)

Author: brentyi

Requires: Python >=3.7

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0.0.25

0.0.23

0.0.22

0.0.21

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This version

0.0.14

0.0.13

0.0.12

0.0.11

0.0.10

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0.0.5

0.0.4

0.0.3

0.0.2

0.0.1

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