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Pytorch

294 projects

Showing 36 of 294 projects

HuggingFace Transformers
HuggingFace TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars162.8k
Forks34.0k
Last commit1 day ago
JAX, Flax & Transformers
JAX, Flax & TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars162.8k
Forks34.0k
Last commit
PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch - Tensors and Dynamic neural networks in Python with strong GPU accelerationPython

A Python package for tensor computation with GPU acceleration and dynamic neural networks built on a tape-based autograd system.

#neural-network#python-library#deep-learning
Stars101.8k
Forks28.4k
Last commit
vllm
vllmPython

A high-throughput, memory-efficient inference and serving engine for large language models (LLMs).

#distributed-inference#transformer#cuda
Stars86.8k
Forks19.7k
Last commit1 day ago
annotated_deep_learning_paper_implementations
annotated_deep_learning_paper_implementationsPython

A collection of 60+ annotated PyTorch implementations of deep learning papers with side-by-side explanatory notes.

#transformer#educational#deep-learning
Stars67.2k
Forks6.7k
Last commit
keras
kerasPython

A multi-backend deep learning framework that enables effortless model development across JAX, TensorFlow, PyTorch, and OpenVINO.

#multi-backend#model-training#jax
Stars64.2k
Forks19.7k
Last commit1 day ago
YOLOv8
YOLOv8Python

A cutting-edge framework for training and deploying state-of-the-art YOLO models for object detection, segmentation, classification, and pose estimation.

#pose-estimation#hub#model-training
Stars59.7k
Forks11.4k
Last commit1 day ago
Yolov5
Yolov5Python

A state-of-the-art PyTorch-based computer vision model for object detection, segmentation, and classification.

#ios#deep-learning#neural-networks
Stars57.7k
Forks17.5k
Last commit2 days ago
TTS
TTSPython

A deep learning toolkit for Text-to-Speech generation with pretrained models in over 1100 languages and tools for training.

#tts#vocoder#glow-tts
Stars45.8k
Forks6.2k
Last commit1 year ago
Colossal-AI - An Integrated Large-scale Model Training System with Efficient Parallelization Techniques
Colossal-AI - An Integrated Large-scale Model Training System with Efficient Parallelization TechniquesPython

A unified deep learning system for efficient large-scale model training and inference with advanced parallelism strategies.

#big-model#distributed-training#ai
Stars41.4k
Forks4.5k
Last commit
timm
timmPython

A comprehensive collection of PyTorch image models, layers, utilities, and training scripts for computer vision research and applications.

#mobilenetv3#distributed-training#mobile-deep-learning
Stars37.0k
Forks5.2k
Last commit6 days ago
detectron2
detectron2Python

A PyTorch-based platform for state-of-the-art object detection, segmentation, and visual recognition tasks.

#deep-learning#panoptic-segmentation#image-segmentation
Stars34.6k
Forks7.9k
Last commit1 month ago
diffusers
diffusersPython

A modular PyTorch library for state-of-the-art diffusion models to generate images, audio, and 3D molecular structures.

#model-training#text-to-image#deep-learning
Stars34.1k
Forks7.2k
Last commit1 day ago
Netron
NetronJavaScript

A visualizer for neural network, deep learning, and machine learning models across multiple frameworks.

#ai#model-debugging#neural-network
Stars33.3k
Forks3.2k
Last commit2 days ago
Pytorch Tutorial by Yunjey Choi
Pytorch Tutorial by Yunjey ChoiPython

A collection of concise PyTorch tutorials for deep learning researchers, with most models implemented in under 30 lines of code.

#deep-learning#neural-networks#pytorch-tutorial
Stars32.4k
Forks8.2k
Last commit
PyTorch Lightning
PyTorch LightningPython

A PyTorch wrapper that automates engineering boilerplate for scalable AI model training and deployment.

#distributed-training#ai#model-training
Stars31.2k
Forks3.8k
Last commit3 days ago
pytorch-lightning
pytorch-lightningPython

A deep learning framework to pretrain and finetune any AI model on any hardware with zero code changes.

#distributed-training#ai#model-training
Stars31.2k
Forks3.8k
Last commit3 days ago
pytorch-lightning
pytorch-lightningPython

A deep learning framework to pretrain and finetune any AI model at any scale with zero code changes.

#distributed-training#ai#model-training
Stars31.2k
Forks3.8k
Last commit3 days ago
EasyOCR
EasyOCRPython

A ready-to-use OCR Python library supporting 80+ languages and popular writing scripts like Latin, Chinese, Arabic, and Cyrillic.

#multi-language#python-library#deep-learning
Stars29.8k
Forks3.6k
Last commit7 months ago
Jupyter Notebooks
Jupyter NotebooksJupyter Notebook

A deep learning library built on PyTorch that provides high-level components for rapid results and low-level components for research flexibility.

#deep-learning#fastai#neural-networks
Stars28.1k
Forks7.7k
Last commit12 days ago
fastai
fastaiJupyter Notebook

A deep learning library built on PyTorch that provides high-level components for rapid results and low-level components for research flexibility.

#deep-learning#fastai#neural-networks
Stars28.1k
Forks7.7k
Last commit12 days ago
Haystack
HaystackPython

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications in Python.

#semantic-search#ai#information-retrieval
Stars26.0k
Forks2.9k
Last commit2 days ago
fastbook
fastbookJupyter Notebook

The fastai book, published as Jupyter Notebooks, provides an introduction to deep learning, fastai, and PyTorch.

#mooc#data-science#deep-learning
Stars25.1k
Forks9.5k
Last commit1 year ago
GitHub repository
GitHub repositoryPython

A comprehensive library for building and training Graph Neural Networks (GNNs) with PyTorch.

#graph-neural-networks#point-clouds#heterogeneous-graphs
Stars23.9k
Forks4.0k
Last commit1 day ago
PyTorch Geometric
PyTorch GeometricPython

A PyTorch library for building and training Graph Neural Networks (GNNs) on structured and irregular data.

#graph-neural-networks#point-clouds#heterogeneous-graphs
Stars23.9k
Forks4.0k
Last commit
ONNX
ONNXPython

An open standard format for representing machine learning models to enable interoperability between frameworks.

#neural-network#deep-learning#neural-networks
Stars21.2k
Forks4.0k
Last commit2 days ago
ONNX runtime
ONNX runtimeC++

A cross-platform, high-performance accelerator for machine learning inference and training with ONNX models.

#ai-framework#performance-optimization#deep-learning
Stars21.2k
Forks4.1k
Last commit1 day ago
FinGPT
FinGPTJupyter Notebook

An open-source framework for financial large language models, enabling cost-effective fine-tuning for tasks like sentiment analysis and forecasting.

#finance#lora#fine-tuning
Stars20.9k
Forks3.0k
Last commit5 days ago
torchvision
torchvisionPython

A PyTorch library providing datasets, model architectures, and image transformations for computer vision tasks.

#transfer-learning#image-augmentation#deep-learning
Stars17.8k
Forks7.2k
Last commit1 day ago
cvat
cvatPython

An industry-leading open-source data engine for interactive video and image annotation to power machine learning.

#labeling-tool#image-labeling#annotation
Stars16.4k
Forks3.8k
Last commit1 day ago
burn
burnRust

A Rust-based deep learning framework and tensor library optimized for flexibility, efficiency, and cross-platform portability.

#scientific-computing#tensor-library#webassembly
Stars15.6k
Forks986
Last commit1 day ago
albumentations - A fast and framework agnostic image augmentation library
albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

#fast-augmentations#python-library#image-augmentation
Stars15.3k
Forks1.7k
Last commit
TorToiSe
TorToiSeJupyter Notebook

A multi-voice text-to-speech system that produces highly realistic prosody and intonation using autoregressive and diffusion decoders.

#autoregressive-models#ai-voice#deep-learning
Stars14.9k
Forks2.0k
Last commit1 year ago
Horovod
HorovodPython

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

#mpi#baidu#deep-learning
Stars14.7k
Forks2.2k
Last commit1 month ago
flair
flairPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#part-of-speech-tagging#biomedical-nlp#semantic-role-labeling
Stars14.4k
Forks2.1k
Last commit
Flair embeddings from PubMed
Flair embeddings from PubMedPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#sequence-tagging#biomedical-nlp#python-library
Stars14.4k
Forks2.1k
Last commit
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