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.

PerceptualSimilarity

LPIPS metric. pip install lpips

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thinc

🔮 A refreshing functional take on deep learning, compatible with your...

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Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machin...

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easy12306

使用机器学习算法完成对12306验证码的自动识别

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experi...

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modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

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Girls-In-AI

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine...

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mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action...

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awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some...

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BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

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awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

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Deep-Learning-for-Recommendation-Systems

This repository contains Deep Learning based articles , paper and repo...

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ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs...

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knockknock

🚪✊Knock Knock: Get notified when your training ends with only two addi...

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DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

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x-transformers

A simple but complete full-attention transformer with a set of promisi...

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video-subtitle-extractor

视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于...

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ranking

Learning to Rank in TensorFlow

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interactive-deep-colorization

Deep learning software for colorizing black and white images with a fe...

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MTBook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundati...

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pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metr...

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tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

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make-sense

Free to use online tool for labelling photos. https://makesense.ai

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captcha_break

验证码识别

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tch-rs

Rust bindings for the C++ api of PyTorch.

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awesome-deep-learning-music

List of articles related to deep learning applied to music

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FedML

FedML - The federated learning and analytics library enabling secure a...

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MUNIT

Multimodal Unsupervised Image-to-Image Translation

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RecBole

A unified, comprehensive and efficient recommendation library

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Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learn...

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forecasting

Time Series Forecasting Best Practices & Examples

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gluon-nlp

NLP made easy

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AiLearning-Theory-Applying

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释...

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Data-science-best-resources

Carefully curated resource links for data science in one place

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yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

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self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

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Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test...

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papers

Summaries of machine learning papers

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picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical ch...

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awesome-image-classification

A curated list of deep learning image classification papers and codes

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deepdetect

Deep Learning API and Server in C++14 support for Caffe, PyTorch,Tenso...

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big-sleep

A simple command line tool for text to image generation, using OpenAI'...

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dm-haiku

JAX-based neural network library

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Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention...

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Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

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DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new t...

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img2dataset

Easily turn large sets of image urls to an image dataset. Can download...

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luminoth

Deep Learning toolkit for Computer Vision.

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minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (p...

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