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pytorch GitHub repositories

Explore 138 tracked GitHub repositories tagged pytorch. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 624 stars since the previous daily snapshot.

Tracked repositories: 138
Total stars: 1,421,598
Stars gained · 7 days: +5,714
Stars gained · 30 days: +17,931

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Star activity for pytorch repositories on this page
Repository	Total stars	Today	7 days	30 days
huggingface/transformers	168.3K	+43	+336	+1,523
rasbt/LLMs-from-scratch	107.4K	+48	+436	+1,743
vllm-project/vllm	95.7K	+86	+1,283	+2,908
labmlai/annotated_deep_learning_paper_implementations	67.6K	+6	+7	+7
keras-team/keras	64.4K	+1	+16	+46

Explore repositories

Showing 1–50 of 138 tracked repositories.

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

★ 168.3K+43 todayPython

llm machine-learning

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

★ 95.7K+86 todayPython

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

★ 67.6K+6 todayPython

machine-learning deep-learning

keras-team/keras

Deep Learning for humans

★ 64.4K+1 todayPython

machine-learning deep-learning

ultralytics/ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

roboflow/supervision

We write your reusable computer vision tools. 💜

★ 51.4K+9 todayPython

machine-learning deep-learning

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

deepspeedai/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

★ 43.3K+0 todayPython

machine-learning deep-learning

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

★ 33.6K+8 todayJavaScript

ai machine-learning

Lightning-AI/pytorch-lightning

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

★ 31.4K+0 todayPython

ai machine-learning

lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

★ 22.2K+6 todayC++

machine-learning deep-learning

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

★ 22.1K+0 todayPython

huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

★ 21.9K+0 todayPython

onnx/onnx

Open standard for machine learning interoperability

★ 21.6K+2 todayPython

ai machine-learning

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

★ 21.5K+5 todayJupyter Notebook

machine-learning pytorch

stas00/ml-engineering

Machine Learning Engineering Open Book

★ 19.6K+14 todayPython

arc53/DocsGPT

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

tracel-ai/burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

★ 16.2K+6 todayRust

machine-learning deep-learning

kubeflow/kubeflow

The Cloud Native AI Platform

★ 15.9K+2 todayUnknown

ai machine-learning

DataTalksClub/machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

★ 14.9K+5 todayJupyter Notebook

machine-learning pytorch

flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

★ 14.4K+0 todayPython

machine-learning pytorch

isl-org/Open3D

Open3D: A Modern Library for 3D Data Processing

DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

★ 13.9K+2 todayPython

machine-learning openai

LMCache/LMCache

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

★ 12.2K+10 todayPython

ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

★ 11.4K+0 todayPython

machine-learning deep-learning

wandb/wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

★ 10.3K+1 todayUnknown

machine-learning python

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

★ 9.7K+31 todayPython

llm machine-learning

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

★ 9.6K+2 todayPython

llm machine-learning

replicate/cog

Containers for machine learning

★ 9.5K+0 todayGo

ai machine-learning

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

★ 9.4K+2 todayPython

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

★ 9.1K+0 todayPython

machine-learning deep-learning

bitsandbytes-foundation/bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

★ 8.5K+2 todayPython

llm machine-learning

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

★ 7.9K+0 todayPython

machine-learning deep-learning

flwrlabs/flower

Flower: A Friendly Federated AI Framework

★ 7.2K+3 todayPython

ai machine-learning

KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

★ 6.3K+0 todayPython

machine-learning deep-learning

aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

★ 6.3K+0 todayPython

ai machine-learning

vllm-project/semantic-router

An open, programmable decision layer for models and compute.

★ 6.3K+12 todayGo

skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

★ 6.2K+0 todayJupyter Notebook

machine-learning pytorch

kserve/kserve

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

★ 5.8K+0 todayC++

machine-learning python

rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

zenml-io/zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

apple/coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

★ 5.4K+0 todayPython

machine-learning pytorch

awslabs/gluonts

Probabilistic time series modeling in Python

★ 5.3K+1 todayPython

machine-learning deep-learning