diff --git a/README.md b/README.md index b7c5d93..2bbc7cf 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,111 @@ -# awesome-ai-awesomeness -A curated list of awesome awesomeness about ai +# Awesome AI Awesomeness + +A curated list of awesome awesomeness about artificial intelligence(AI). + +If you want to contribute to this list (please do), send me a pull request. + +# Table of Contents + + + +- [Artificial Intelligence(AI)](#AI) +- [Machine Learning(ML)](#ML) +- [Deep Learning(DL)](#DL) +- [Computer Vision(CV)](#CV) +- [Natural Language Processing(NLP)](#NLP) +- [Research Topics](#RT) +- [Programming Languages](#PL) +- [Framework](#Framework) + + + +# Artificial Intelligence(AI) + +- [AI](https://github.com/owainlewis/awesome-artificial-intelligence) +- [AI-Use-Cases](https://github.com/faktionai/awesome-ai-usecases) + + +# Machine Learning(ML) + +- [ML](https://github.com/josephmisiti/awesome-machine-learning) +- [ML-Source-Code](https://github.com/src-d/awesome-machine-learning-on-source-code) +- [ML-CN](https://github.com/jobbole/awesome-machine-learning-cn) +- [Adversarial-ML](https://github.com/yenchenlin/awesome-adversarial-machine-learning) +- [Quantum-ML](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning) + + +# Deep Learning(DL) + +- [DL](https://github.com/ChristosChristofidis/awesome-deep-learning) +- [DL-Papers](https://github.com/terryum/awesome-deep-learning-papers) +- [DL-Resources](https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources) +- [DeepLearning-500-questions](https://github.com/scutan90/DeepLearning-500-questions) + + +# Computer Vision(CV) + +- [CV](https://github.com/jbhuang0604/awesome-computer-vision) +- [CV2](https://github.com/kjw0612/awesome-deep-vision) +- [CV-People](Awesome-People-in-Computer-Vision) +- Research Topics + + - [Object Detection](https://github.com/amusi/awesome-object-detection) + - [Semantic Segmentation](https://github.com/mrgloom/awesome-semantic-segmentation) + - Object Tracking + - [Multi-Object Tracking](https://github.com/SpyderXu/multi-object-tracking-paper-list) + - [Pose estimation](https://github.com/wjbKimberly/pose_estimation_CVPR_ECCV_2018) + - [Human Pose estimation](https://github.com/cbsudux/awesome-human-pose-estimation) + - [Hand Pose estimation](https://github.com/xinghaochen/awesome-hand-pose-estimation) + - [Re-ID](https://github.com/cupwater/awesome-person-ReID) + - [Image Captioning](https://github.com/zhjohnchan/awesome-image-captioning) + - [Question Answering](https://github.com/dapurv5/awesome-question-answering) + - [Crowd Counting](https://github.com/gjy3035/Awesome-Crowd-Counting) + - [Lane Detection](https://github.com/amusi/awesome-lane-detection) + + +# Natural Language Processing(NLP) + +- [NLP](https://github.com/keon/awesome-nlp) +- [NLP-progress](https://github.com/sebastianruder/NLP-progress) +- [CoreNLP](https://github.com/stanfordnlp/CoreNLP) +- [NLPIR](https://github.com/NLPIR-team/NLPIR) +- [nlp_course](https://github.com/yandexdataschool/nlp_course) +- [nlp-datasets](https://github.com/niderhoff/nlp-datasets) +- [nlp-reading-group](https://github.com/clulab/nlp-reading-group) +- [Awesome-Chinese-NLP](https://github.com/crownpku/Awesome-Chinese-NLP):中文自然语言处理相关资料 +- [awesome-dl4nlp](https://github.com/brianspiering/awesome-dl4nlp) + + +# Research Topics + + - [GAN](https://github.com/nightrome/really-awesome-gan) + - [Transfer Learning](https://github.com/jindongwang/transferlearning) + - [Zero-Shot Learning](https://github.com/chichilicious/awesome-zero-shot-learning) + - [Few-Shot Learning](https://github.com/e-271/awesome-few-shot-learning) + - [Meta-Learning](https://github.com/dragen1860/awesome-meta-learning) + - [Self-Supervised](https://github.com/jason718/awesome-self-supervised-learning) + - [Graph Embedding](https://github.com/benedekrozemberczki/awesome-graph-embedding) + - [Incremental Learning](https://github.com/xialeiliu/Awesome-Incremental-Learning) + + +# Programming Languages + +- [C](https://notabug.org/koz.ross/awesome-c) +- [C++](https://github.com/fffaraz/awesome-cpp) +- [Python](https://github.com/vinta/awesome-python) +- [JAVA](https://github.com/akullpp/awesome-java) +- [JavaScript](awesome-javascript) +- [Julia](https://github.com/svaksha/Julia.jl) +- [MATLAB](https://github.com/uhub/awesome-matlab) +- [R](https://github.com/qinwf/awesome-R) + + +# Framework + +- [TensorFlow](https://github.com/jtoy/awesome-tensorflow) +- [PyTorch](https://github.com/bharathgs/Awesome-pytorch-list) +- [Keras](https://github.com/fchollet/keras-resources) +- [MXNet](https://github.com/chinakook/Awesome-MXNet) +- [Caffe](https://github.com/MichaelXin/Awesome-Caffe) +- [Torch](https://github.com/carpedm20/awesome-torch) +- [Chainer](awesome-chainer) \ No newline at end of file