PyTorch utilities
Project description
fannypack
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.
Installation
Standard installation:
pip install fannypack
Install from source:
git clone https://github.com/brentyi/fannypack.git
cd fannypack && pip install -e .
Development
Tests can be run with pytest, and documentation can be built by running
make github in the docsource/ directory.
Tooling: black and isort for formatting, flake8 for linting, and mypy for static type-checking.
Until numpy 1.20.0 is released,
type-checking also requires that NumPy stubs are installed manually:
pip install https://github.com/numpy/numpy-stubs/tarball/master
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
fannypack-0.0.23.tar.gz
(41.3 kB
view details)
Built Distribution
File details
Details for the file fannypack-0.0.23.tar.gz.
File metadata
- Download URL: fannypack-0.0.23.tar.gz
- Upload date:
- Size: 41.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.9.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | eb50e9e578fe4167cd23c0cce6c9536d5c61b8b4e83f232bdbdce997c3115342 |
|
| MD5 | c0aede43191642071372c91cc033d00b |
|
| BLAKE2b-256 | 92ec3ec29bba9994fae86cbf06676514229467f2b0066595e06cc7b091e9c1a8 |
File details
Details for the file fannypack-0.0.23-py3-none-any.whl.
File metadata
- Download URL: fannypack-0.0.23-py3-none-any.whl
- Upload date:
- Size: 54.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.9.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | cf0580ca900741cca0cbef53a11cb8a4b283eb3597c47093398569723b653e35 |
|
| MD5 | 7dafc8317781fb5a737860712f386e28 |
|
| BLAKE2b-256 | cffde45ef91caa762b687238debaa3f21e0a2238d8c3bd91a8c8924fcec4350f |
