Python machine learning frameworks and data science

11 repos

Libraries and frameworks for building machine learning models and data science workflows in Python. The cluster centers on PyTorch Lightning for streamlined deep learning training, general machine learning frameworks, and beginner-friendly data science projects. It spans from high-level abstractions and training utilities down to recommendation systems and end-to-end ML pipelines.

Python · 6

Jupyter Notebook · 2

Scala · 1

TypeScript · 1

data-science ·180,700

machine-learning ·180,700

deep-learning ·180,245

artificial-intelligence ·178,233

python ·177,177

ai ·137,828

pytorch ·96,466

operationalization ·43,765

kubernetes ·43,765

jupyter-notebook ·43,765

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Lightning-AI/lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Python

31,333

10,165 commits

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Python

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10,165 commits

PyTorchLightning/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Python

31,333

10,165 commits

tkarim45/Beginner-Data-Science-Projects

This repository is a curated collection of hands-on data science projects tailored for beginners.…

Jupyter Notebook

3,146

104 commits

mystic-ai/pipeline

Pipeline is an open source python SDK for building AI/ML workflows

TypeScript

142

736 commits

recommenders-team/Recommenders

Best Practices on Recommendation Systems

Python

21,883

9,089 commits

microsoft/recommenders

Best Practices on Recommendation Systems

Python

21,882

9,089 commits

splunk/splunk-mltk-container-docker

Splunk App for Data Science and Deep Learning - container images repository

Jupyter Notebook

365 commits

apache/texera

Human-AI Collaborative Data Science Using Visual Workflows

Scala

313

8,352 commits

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

36,804

30 commits

Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

Python

2,467

2,318 commits