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.

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

967   8011   8011  

YOLOX

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

1935   7995   7995  

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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nebullvm

Plug and play modules to optimize the performances of your AI systems...

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machine_learning_examples

A collection of machine learning examples and tutorials.

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video l...

1509   7512   7512  

leedl-tutorial

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

2249   7463   7463  

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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NeMo

NeMo: a toolkit for conversational AI

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TensorLayer

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

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pyod

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

1276   7203   7203  

FlexGen

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

380   7111   7111  

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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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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awesome-project-ideas

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

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lab

A customisable 3D platform for agent-based AI research

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

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

2810   6842   6842  

RobustVideoMatting

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

909   6807   6807  

metaflow

:rocket: Build and manage real-life data science projects with ease!

649   6802   6802  

models

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

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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^...

1232   6792   6792  

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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stanza

Official Stanford NLP Python Library for Many Human Languages

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weaviate

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

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Ai-Learn

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...

1634   6659   6659  

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...

2038   6564   6564  

SerpentAI

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

773   6523   6523  

imagen-pytorch

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

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Paddle-Lite

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

1576   6484   6484  

machine-learning-interview

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

1110   6457   6457  

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

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cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

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DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

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deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with L...

485   6396   6396  

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

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h2o-3

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

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TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN,...

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deepo

Setup and customize deep learning environment in seconds.

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pytorch-Deep-Learning

Deep Learning (with PyTorch)

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