The guide of awesome list about AI ( a.k.a., artificial intelligence, machine learning, deep learning)
The list is in no particular order!!!
Pull requests are welcome!
awesome-for-beginners: A list of awesome beginners-friendly projects.
Awesome production machine learning: A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome-ai-infrastructures : Infrastructures™ for Machine Learning Training/Inference in Production.
Production-Level-Deep-Learning: A guideline for building practical production-level deep learning systems to be deployed in real world applications.
competition_baselines : Open competition's baseline
competition-baseline : Knowledge, code and ideas of data science competition
paper-reproduction-tutorials ： The skill of reproducing papers and sharing PaddlePaddle outstanding projects
awesome-mlops : A curated list of references for MLOps
awesome-machine-learning ： A curated list of awesome Machine Learning frameworks, libraries and software.
Learn-Data-Science-For-Free ： This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in …
best-of-ml-python ： 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
build-your-own-x : 🤓 Build your own (insert technology here)
tensorflow_practice : Tensorflow practice, including reinforcement learning, recommendation system, NLP, etc
awesome-courses : 📚 List of awesome university courses for learning Computer Science!
MT-Reading-List : A machine translation reading list maintained by Tsinghua Natural Language Processing Group
cs-video-courses : List of Computer Science courses with video lectures.
machine-learning-surveys : A curated list of Machine Learning Surveys, Tutorials and Books.
data-science-blogs : A curated list of data science blogs
awesome-tensorflow : TensorFlow - A curated list of dedicated resources
ds-cheatsheets : List of Data Science Cheatsheets to rule the world
awesome-R : A curated list of awesome R packages, frameworks and software.
awesome-youtubers :
Book_List : Python, Machine Learning, Deep Learning and Data Science Books
awesome-deep-learning : A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-artificial-intelligence : A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
awesome-project-ideas : Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
awesome-hand-pose-estimation: Awesome work on hand pose estimation/tracking
CV-Backbones : CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
SceneTextPapers: Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized
Awesome-GANs : Awesome Generative Adversarial Networks with tensorflow
OCR_DataSet : Collect and sort out the data set related to OCR and unify the annotation format for the needs of the experiment
awesome-ocr : A curated list of promising OCR resources
awesome-object-detection : Awesome Object Detection based on handong1587 github
deep_learning_object_detection : A paper list of object detection using deep learning.
awesome-captcha : 🔑 Curated list of awesome captcha libraries and crack tools.
image-to-image-papers : 🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
Deep-Learning-Papers-Reading-Roadmap : Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
benchmark_results : Visual Tracking Paper List
awesome_3DReconstruction_list : A curated list of papers & resources linked to 3D reconstruction from images.
the-gan-zoo : A list of all named GANs!
awesome-computer-vision : A curated list of awesome computer vision resources
multi-object-tracking-paper-list : Paper list and source code for multi-object-tracking
awesome-deep-vision : A curated list of deep learning resources for computer vision
AdversarialNetsPapers : Awesome paper list with code about generative adversarial nets (gan)
awesome-lane-detection : A paper list of lane detection.
Paper_Reading_List : Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)
awesome-network-embedding : A curated list of network embedding techniques.
gans-awesome-applications : Curated list of awesome GAN applications and demo
WeakSupervisedSegmentationList : This repository contains lists of state-or-art weakly supervised semantic segmentation works
awesome-action-recognition : A curated list of action recognition and related area resources
really-awesome-gan : A list of papers on Generative Adversarial (Neural) Networks
awesome-panoptic-segmentation : Panoptic Segmentation Resources List
Pedestrian-Attribute-Recognition-Paper-List : Paper list on Pedestrian Attribute Recognition (PAR) and related tasks (Pattern Recognition 2021)
awesome-vqa : Visual Q&A reading list
3D-Shape-Analysis-Paper-List : A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).
nlp-tutorial : Natural Language Processing Tutorial for Deep Learning Researchers
language-resources : Datasets and tools for basic natural language processing.
Summarization-Papers ： Summarization Papers
CLUEDatasetSearch ： Search all Chinese NLP datasets, with common English NLP datasets
nlpdemo-ch-wordlib : Chinese Thesaurus
ChineseNLP : Datasets, SOTA results of every fields of Chinese NLP
ChineseNLPCorpus : Chinese natural language processing data set is the material for experiments at ordinary times. 中文自然语言处理数据集
Chinese-Word-Vectors : 100+ Chinese Word Vectors 上百种预训练中文词向量
ChineseNlpCorpus : Collect, organize and publish Chinese natural language processing corpus / data set
nlp-competitions-list-review : Resume the top plan of all NLP competitions, only focus on NLP competitions, and keep updating! NLP比赛top方案
funNLP : Chinese and English sensitive words, language detection, Chinese and foreign mobile phone / telephone home / operator query, name inference, gender, mobile phone number extraction, ID card extraction, email extraction, and more ... 有趣的中文NLP
nlp_chinese_corpus : 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
awesome-2vec : Curated list of 2vec-type embedding models
chatbot-list : Share and introduce the application, architecture and algorithm of intelligent customer service and chat robot in the industry 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍
awesome-chatbot-list : 深度学习聊天机器人资源集合 Awesome chatbot resource list
nmt-list : A list of Neural MT implementations
Question-Generation-Paper-List : A summary of must-read papers for Neural Question Generation (NQG)
awesome-nlp : 📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Style-Transfer-in-Text : Paper List for Style Transfer in Text
TG-Reading-List : A text generation reading list maintained by Tsinghua Natural Language Processing Group.
awesome-sentence-embedding : A curated list of pretrained sentence and word embedding models
awesome-speech-recognition-speech-synthesis-papers ： Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Speech-Separation-Paper-Tutorial ： A must-read paper for speech separation based on neural networks
speech-recognition-papers: Towards hot directions in industrial end to end speech recognition
awesome-data-augmentation
Awesome-SLP: A curated list of awesome work on Sign Language Production
Awesome-SLU-Survey ： Tracking the progress in SLU (resources, code, and new frontiers etc.)
speech_dataset: The dataset of Speech Recognition
awesome_OpenSetRecognition_list: A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
speech-synthesis-paper : List of speech synthesis papers.
Awesome-Speech-Enhancement ： A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
speech_data_augment : A summary of speech data augment algorithms
wer_are_we : Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
awesome-diarization : A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
awesome-audio-visualization : A curated list about Audio Visualization.
awesome-deep-learning-music : List of articles related to deep learning applied to music
speech-language-processing : A curated list of speech and natural language processing resources
anomaly-detection-resources : Anomaly detection related books, papers, videos, and toolboxes
awesome-anomaly-detection : A curated list of awesome anomaly detection resources
Awesome-Meta-Learning : A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
GitHub-Chinese-Top-Charts : 🇨🇳 GitHub chinese top list 中文排行榜，各语言分离设置「软件 / 资料」榜单，精准定位中文好项目。各取所需，互不干扰，高效学习。
state-of-the-art-result-for-machine-learning-problems : This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).
PyTorchTricks : Some tricks of pytorch... ⭐
Awesome-pytorch-list-CNVersion : Awesome-pytorch-list 翻译工作进行中......
Awesome-pytorch-list : A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
deeplearning-models : A collection of various deep learning architectures, models, and tips
awesome-data-labeling : A curated list of awesome data labeling tools
Awesome-Learning-with-Label-Noise : A curated list of resources for Learning with Noisy Labels
awesome-music-production: A curated list of software, services and resources to create and distribute music.
leetcode-master ： LeetCode Introduction 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
awesome-python-login-model ： 😮python crawlers 模拟登陆一些大型网站，还有一些简单的爬虫，
awesome-spider : crawlers list 爬虫集合
awesome-python : A curated list of awesome Python frameworks, libraries, software and resources
awesome-remote-job : A curated list of awesome remote jobs and resources.
public-apis : A collective list of free APIs
Public-APIs : 📚 A public list of APIs from round the web.
public-api-lists : A collective list of free APIs for use in software and web development 🚀
lists : The definitive list of lists (of lists) curated on GitHub and elsewhere
interview : Everything you need to prepare for your technical interview
A-to-Z-Resources-for-Students : ✅ Curated list of resources for college students
awesome-math : A curated list of awesome mathematics resources
awesome-raspberry-pi : 📝 A curated list of awesome Raspberry Pi tools, projects, images and resources
science-based-games-list : Science-based games - a collaborative list
awesome-SLAM-list : awesome-SLAM-list
awesome-slam : A curated list of awesome SLAM tutorials, projects and communities.
awesome-robotics : A list of awesome Robotics resources
TopDeepLearning : A list of popular github projects related to deep learning
awesome-ai-residency : List of AI Residency Programs
ICRA2020-paper-list : ICRA2020 paperlist by paopaorobot, ICRA 2020 : the 2020 IEEE International Conference on Robotics and Automation.
RSPapers : A Curated List of Must-read Papers on Recommender System.
Awesome-Embedded : A curated list of awesome embedded programming.
useful-computer-vision-phd-resources : Lists of resources useful for my PhD in computer vision
spatio-temporal-paper-list : Spatio-temporal modeling 论文列表（主要是graph convolution相关)
awesome-self-supervised-learning : A curated list of awesome self-supervised methods
medical-imaging-datasets : A list of Medical imaging datasets.
awesome-roadmaps : A curated list of roadmaps.
EEG-Datasets : A list of all public EEG-datasets
MARL-Papers : Paper list of multi-agent reinforcement learning (MARL)
awesome-multimodal-ml : Reading list for research topics in multimodal machine learning
Awesome-Multimodal-Research : A curated list of Multimodal Related Research.
deep-reinforcement-learning-papers : A list of recent papers regarding deep reinforcement learning
awesome-machine-learning-interpretability : A curated list of awesome machine learning interpretability resources.
awesome-fast-attention : list of efficient attention modules
deeplearning-biology : A list of deep learning implementations in biology
FreeML : A List of Data Science/Machine Learning Resources (Mostly Free)
Paper-List : A reading paper list which is mainted daily
awesome-jupyter : A curated list of awesome Jupyter projects, libraries and resources
the-incredible-pytorch : The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
awesome-quant : A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
awesome-community-detection : A curated list of community detection research papers with implementations.
awesome-robotics-libraries : 😎 A curated list of robotics libraries and software
awesome_time_series_in_python : This curated list contains python packages for time series analysis
awesome-rnn : Recurrent Neural Network - A curated list of resources dedicated to RNN
awesome-random-forest : Random Forest - a curated list of resources regarding random forest
awesome-adversarial-machine-learning : A curated list of awesome adversarial machine learning resources
awesome-awesome : A curated list of awesome curated lists of many topics.
VR-Awesome : VR Awesome List
PaddlePaddle: PaddlePaddle Baidu home page
wenet-e2e: WeNet Open Source Community home page
speechbrain: SpeechBrain home page
ml-tooling: Machine Learning Tooling home page
princeton-nlp: Princeton Natural Language Processing home page
IBM: International Business Machines home page
facebookresearch: Meta Research home page
huawei-noah: HUAWEI Noah's Ark Lab home page