snorkel VS pytorch-lightning

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

snorkel

A system for quickly generating training data with weak supervision (by snorkel-team)

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
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snorkel pytorch-lightning
5 8
5,685 26,611
0.8% 3.0%
5.5 9.9
30 days ago about 18 hours ago
Python Python
Apache License 2.0 Apache License 2.0
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.

snorkel

Posts with mentions or reviews of snorkel. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-03.

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.

What are some alternatives?

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

lnd - Lightning Network Daemon ⚡️

skweak - skweak: A software toolkit for weak supervision applied to NLP tasks

argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

Eclair - A scala implementation of the Lightning Network.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

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.

weasel - Weakly Supervised End-to-End Learning (NeurIPS 2021)

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