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1,766 search results found

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Keras ⭐ 60,854

Deep Learning for humans

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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, ... 🧠

Made With Ml ⭐ 35,496

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Deepspeed ⭐ 32,358

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

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.

Pytorch Lightning ⭐ 26,592

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Netron ⭐ 26,068

Visualizer for neural network, deep learning and machine learning models

Fastai ⭐ 25,112

The fastai deep learning library

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.

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

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

Datasets ⭐ 18,390

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

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Vision ⭐ 15,059

Datasets, Transforms and Models specific to Computer Vision

Best Of Ml Python ⭐ 14,990

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

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Horovod ⭐ 13,921

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

The Unified AI Framework

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Flair ⭐ 13,529

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

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Onnxruntime ⭐ 11,668

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

Ludwig ⭐ 10,740

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

Open3d ⭐ 10,396

Open3D: A Modern Library for 3D Data Processing

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Kornia ⭐ 9,066

Geometric Computer Vision Library for SpatialAI

Pytorch Grad Cam ⭐ 8,723

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Deep universal probabilistic programming with Python and PyTorch

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Wandb ⭐ 8,136

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Latex Ocr ⭐ 8,088

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Nerfstudio ⭐ 7,811

A collaboration friendly studio for NeRFs

Tensorboardx ⭐ 7,780

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Deeplake ⭐ 7,689

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Python Small Examples ⭐ 7,607

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Stable Baselines3 ⭐ 7,292

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

Autogluon ⭐ 7,101

AutoGluon: Fast and Accurate ML in 3 Lines of Code

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

Stanza ⭐ 6,931

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

Ml Engineering ⭐ 6,720

Machine Learning Engineering Open Book

Pytorch Deep Learning ⭐ 6,495

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Containers for machine learning

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Pyprobml ⭐ 6,066

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Pytorch Metric Learning ⭐ 5,734

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

Skorch ⭐ 5,603

A scikit-learn compatible neural network library that wraps PyTorch

Bertviz ⭐ 5,547

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Composer ⭐ 4,797

Supercharge Your Model Training

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

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

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

Tengine ⭐ 4,452

Tengine is a lite, high performance, modular inference engine for embedded device

Ignite ⭐ 4,409

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Pipeline ⭐ 4,158

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

Gluonts ⭐ 4,024

Probabilistic time series modeling in Python

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Superduperdb ⭐ 3,924

🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

Coremltools ⭐ 3,888

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

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

An Engine-Agnostic Deep Learning Framework in Java

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Zenml ⭐ 3,626

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

Neural_prophet ⭐ 3,512

NeuralProphet: A simple forecasting package

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

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

Hummingbird ⭐ 3,268

Hummingbird compiles trained ML models into tensor computation for faster inference.

Byteps ⭐ 3,254

A high performance and generic framework for distributed DNN training

Higgsfield ⭐ 3,235

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Pytorch Studiogan ⭐ 3,226

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Pomegranate ⭐ 3,194

Fast, flexible and easy to use probabilistic modelling in Python.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Practicalai Cn ⭐ 3,150

AI实战-practicalAI 中文版

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

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