pytorch-lightning VS skorch

Compare pytorch-lightning vs skorch and see what are their differences.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)

skorch

A scikit-learn compatible neural network library that wraps PyTorch (by skorch-dev)
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pytorch-lightning skorch
8 3
26,611 5,596
3.0% 0.8%
9.9 7.6
1 day ago about 1 month ago
Python Jupyter Notebook
Apache License 2.0 BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-08.

skorch

Posts with mentions or reviews of skorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-04.

What are some alternatives?

When comparing pytorch-lightning and skorch you can also consider the following projects:

lnd - Lightning Network Daemon ⚡️

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

Eclair - A scala implementation of the Lightning Network.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

composer - Supercharge Your Model Training

umbrel - A beautiful home server OS for self-hosting with an app store. Buy a pre-built Umbrel Home with umbrelOS, or install on a Raspberry Pi 4, Pi 5, any Ubuntu/Debian system, or a VPS.

scikit-learn - scikit-learn: machine learning in Python

Keras - Deep Learning for humans

fastai - The fastai deep learning library

RTL - Ride The Lightning - A full function web browser app for LND, C-Lightning and Eclair

mmcv - OpenMMLab Computer Vision Foundation

c-lightning-REST - REST APIs for Core Lightning written with node.js