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.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下...

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darts

Differentiable architecture search for convolutional and recurrent net...

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olivia

💁‍♀️Your new best friend powered by an artificial neural network

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tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai...

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MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine...

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Machine-Learning-Notes

周志华《机器学习》手推笔记

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Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改...

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3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Impro...

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polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycl...

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Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with...

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photo2cartoon

人像卡通化探索项目 (photo-to-cartoon translation project)

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Data-Science-Roadmap

Data Science Roadmap from A to Z

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DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of u...

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layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

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Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learnin...

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OpenPrompt

An Open-Source Framework for Prompt-Learning.

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MachineLearning

Machine learning resources

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ALAE

[CVPR2020] Adversarial Latent Autoencoders

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serve

Serve, optimize and scale PyTorch models in production

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coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the...

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face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorc...

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min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

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ml-workspace

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

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adanet

Fast and flexible AutoML with learning guarantees.

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3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Fu...

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byteps

A high performance and generic framework for distributed DNN training

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zhihu

This repo contains the source code in my personal column (https://zhua...

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tensorwatch

Debugging, monitoring and visualization for Python Machine Learning an...

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Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

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LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sens...

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ArtLine

A Deep Learning based project for creating line art portraits.

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SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Ap...

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pytorch-deep-learning

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

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text

Models, data loaders and abstractions for language processing, powered...

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competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

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neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

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picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

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pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

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mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

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muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

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pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, In...

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deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep le...

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deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning me...

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musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generatio...

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oneDNN

oneAPI Deep Neural Network Library (oneDNN)

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best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release...

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Machine-Learning-with-Python

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

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