Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

autokeras

AutoML library for deep learning

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PySyft

Perform data science on data that remains in someone else's server

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and trai...

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EffectiveTensorflow

TensorFlow tutorials and best practices.

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metaflow

Build, Deploy and Manage AI/ML Systems

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tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation fo...

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caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework...

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optimate

A collection of libraries to optimise AI model performances

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imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Py...

777   8200   8200  

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Pro...

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and...

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pyro

Deep universal probabilistic programming with Python and PyTorch

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with...

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PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on...

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All...

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TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion...

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machine_learning_examples

A collection of machine learning examples and tutorials.

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leedl-tutorial

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina...

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MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tes...

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trax

Trax — Deep Learning with Clear Code and Speed

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machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

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PythonPark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数...

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stanza

Stanford NLP Python library for tokenization, sentence segmentation, N...

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TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and En...

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NeMo

NeMo: a toolkit for conversational AI

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pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Ano...

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lab

A customisable 3D platform for agent-based AI research

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oneflow

OneFlow is a deep learning framework designed to be user-friendly, sca...

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FlexGen

Running large language models on a single GPU for throughput-oriented...

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h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning P...

2009   7056   7056  

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1...

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deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

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Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobil...

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vis...

1238   7037   7037  

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and...

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MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检...

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models

Officially maintained, supported by PaddlePaddle, including CV, NLP, S...

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python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and i...

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SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play...

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DeepPavlov

An open source library for deep learning end-to-end dialog systems and...

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RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, Core...

909   6807   6807  

TensorRT

NVIDIA® TensorRT™, an SDK for high-performance deep learning inference...

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U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^...

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deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gen...

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DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR...

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weaviate

Weaviate is an open source vector database that stores both objects an...

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techniques

Techniques for deep learning with satellite & aerial imagery

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Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation wi...

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ml5-library

Friendly machine learning for the web! 🤖

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have off...

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