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The Top 23 Machine Learning Pytorch Open Source Projects

Open source projects categorized as Machine Learning Pytorch
Categories > Machine Learning > Machine Learning
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125most recent commit 16 days agopypi transformers} Downloads
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39most recent commit 3 months agopypi torch} Downloads
Keras ⭐ 60,854
Deep Learning for humans
dependent packages 697total releases 87most recent commit 15 days agopypi keras} Downloads
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Annotated_deep_learning_paper_implementations ⭐ 41,877
🧑‍🏫 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, ... 🧠
dependent packages 2total releases 79most recent commit 3 months agopypi labml-nn} Downloads
Made With Ml ⭐ 35,496
Learn how to design, develop, deploy and iterate on production-grade ML applications.
total releases 5most recent commit 5 months ago
Deepspeed ⭐ 32,358
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 87total releases 79most recent commit 18 days agopypi deepspeed} Downloads
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} Downloads
Pytorch Lightning ⭐ 26,894
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
most recent commit a day ago
Netron ⭐ 26,068
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610most recent commit 4 days agopypi netron} Downloads
Fastai ⭐ 25,112
The fastai deep learning library
dependent packages 157total releases 147most recent commit 3 months agopypi fastai} Downloads
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 3 months ago
Easyocr ⭐ 20,438
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 69total releases 32most recent commit 4 months agopypi easyocr} Downloads
Learnopencv ⭐ 19,864
Learn OpenCV : C++ and Python Examples
most recent commit 3 months ago
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
Pytorch Handbook ⭐ 18,594
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友
most recent commit 9 months ago
Datasets ⭐ 18,390
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 760total releases 76most recent commit 3 days agopypi datasets} Downloads
Onnx ⭐ 16,275
Open standard for machine learning interoperability
dependent packages 493total releases 31most recent commit 3 months agopypi onnx} Downloads
Vision ⭐ 15,059
Datasets, Transforms and Models specific to Computer Vision
dependent packages 2,531total releases 39most recent commit 3 months agopypi torchvision} Downloads
Best Of Ml Python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 months ago
Awesome Pytorch List ⭐ 14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 3 months ago
Horovod ⭐ 13,950
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 16total releases 77most recent commit a month agopypi horovod} Downloads
Ivy ⭐ 13,904
The Unified AI Framework
dependent packages 7total releases 103most recent commit 3 months agopypi ivy} Downloads
The 10 Most Depended On Machine Learning Pytorch Open Source Projects
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 3 months agopypi torch} Downloads
Vision ⭐ 15,059
Datasets, Transforms and Models specific to Computer Vision
dependent packages 2,531total releases 39latest release November 15, 2023most recent commit 3 months agopypi torchvision} Downloads
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 16 days agopypi transformers} Downloads
Datasets ⭐ 18,390
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 760total releases 76latest release November 16, 2023most recent commit 3 days agopypi datasets} Downloads
Keras ⭐ 60,854
Deep Learning for humans
dependent packages 697total releases 87latest release December 06, 2023most recent commit 15 days agopypi keras} Downloads
Wandb ⭐ 8,204
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 2 days agopypi wandb} Downloads
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
Onnx ⭐ 16,275
Open standard for machine learning interoperability
dependent packages 493total releases 31latest release October 26, 2023most recent commit 3 months agopypi onnx} Downloads
Audio ⭐ 2,321
Data manipulation and transformation for audio signal processing, powered by PyTorch
dependent packages 487total releases 29latest release November 15, 2023most recent commit 3 months agopypi torchaudio} Downloads
The 10 Latest Releases In Machine Learning Pytorch Open Source Projects
Nimtorch ⭐ 452
PyTorch - Python + Nim
latest release December 11, 2023most recent commit 5 years ago
Haupt ⭐ 451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
dependent packages 1total releases 86latest release December 10, 2023most recent commit 17 days agopypi haupt} Downloads
Facetorch ⭐ 313
Python library for analysing faces using PyTorch
total releases 21latest release December 10, 2023most recent commit 4 months ago
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 3 days agopypi autogluon.core} Downloads
Ignite ⭐ 4,409
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 49total releases 1,469latest release December 10, 2023most recent commit 3 months agopypi pytorch-ignite} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Docarray ⭐ 2,721
Represent, send, store and search multimodal data
dependent packages 52total releases 732latest release December 09, 2023most recent commit 23 days agopypi docarray} Downloads
Nobuco ⭐ 132
Pytorch to Keras/Tensorflow conversion made intuitive
total releases 56latest release December 09, 2023most recent commit 3 months ago
Netron ⭐ 26,068
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610latest release December 09, 2023most recent commit 4 days agopypi netron} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
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