Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/KatsuyaITO/awesome-of-awesome-ml
awesome list of awesome lists of machine learning
https://github.com/KatsuyaITO/awesome-of-awesome-ml
List: awesome-of-awesome-ml
awesome-list computer-vision deep-learning machine-learning nlp speech-recognition-papers
Last synced: 16 days ago
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awesome list of awesome lists of machine learning
- Host: GitHub
- URL: https://github.com/KatsuyaITO/awesome-of-awesome-ml
- Owner: KatsuyaITO
- Created: 2020-07-19T14:22:00.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2020-08-08T07:14:13.000Z (over 4 years ago)
- Last Synced: 2024-05-22T12:37:02.598Z (7 months ago)
- Topics: awesome-list, computer-vision, deep-learning, machine-learning, nlp, speech-recognition-papers
- Homepage: https://github.com/KatsuyaITO/awesome-of-awesome-ml
- Size: 17.6 KB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- ultimate-awesome - awesome-of-awesome-ml - Awesome list of awesome lists of machine learning. (Other Lists / PowerShell Lists)
README
# awesome-of-awesome-ml [](https://github.com/sindresorhus/awesome)
A curated list of curated lists of machine learning.
Please feel free to Pull Requests, email Katsuya Ito ([email protected])
- General Deep Learning
- [awesome-datascience (by academic)](https://github.com/academic/awesome-datascience) 555 Links 119 Contributors
- [awesome-deep-learning (by ChristosChristofidis)](https://github.com/ChristosChristofidis/awesome-deep-learning) 521 Links 112 Contributors
- [awesome-deep-learning-papers (by terryum)](https://github.com/terryum/awesome-deep-learning-papers) 292 Links 24 Contributors
- [Machine-Learning-Tutorials (by ujjwalkarn)](https://github.com/ujjwalkarn/Machine-Learning-Tutorials) 557 Links 36 Contributors
- [Awesome-Deep-Learning-Resources (by guillaume-chevalier)](https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources) 115 Links 2 Contributors
- [awesome-deeplearning-resources (by endymecy)](https://github.com/endymecy/awesome-deeplearning-resources) 911 Links 10 Contributors
- [awesome-artificial-intelligence (by owainlewis)](https://github.com/owainlewis/awesome-artificial-intelligence) 152 Links 47 Contributors
- [Awesome-CoreML-Models (by likedan)](https://github.com/likedan/Awesome-CoreML-Models) 137 Link 6 Contributors
- Datasets
- [awesome-public-datasets (by awesomedata)](https://github.com/awesomedata/awesome-public-datasets) 760 Links 163 Contributors
- [awesome-kaggle (by krishnakalyan3)](https://github.com/krishnakalyan3/awesome-kaggle) 18 Links 1 Contributor
- Deep Learning Library
- [awesome-tensorflow (by jtoy)](https://github.com/jtoy/awesome-tensorflow) 195 Links 85 Contributors
- [Awesome-pytorch-list (by bharathgs)](https://github.com/bharathgs/Awesome-pytorch-list) 724 Links 61 Contributors
- [the-incredible-pytorch (by ritchieng)](https://github.com/ritchieng/the-incredible-pytorch) 375 Links 58 Contributors
- [awesome-pytorch (by rickiepark)](https://github.com/rickiepark/awesome-pytorch) 86 Links 6 Contributors
- ML Courses
- [awesome-ml-courses (by luspr)](https://github.com/luspr/awesome-ml-courses) 47 Links 2 Contributors
- Computer Vision
- [awesome-computer-vision (by jbhuang0604)](https://github.com/jbhuang0604/awesome-computer-vision) 468 Links 22 Contributors
- [awesome-deep-vision (by kjw0612)](https://github.com/kjw0612/awesome-deep-vision) 258 Links 42 Contributors
- [awesome-computer-vision-models (by nerox8664)](https://github.com/nerox8664/awesome-computer-vision-models) 197 Links 1 Contributor
- [Awesome-Computer-Vision (by haofanwang)](https://github.com/haofanwang/Awesome-Computer-Vision) 42 Links 1 Contributor
- [AwesomeComputerVision (by zhengzhugithub)](https://github.com/zhengzhugithub/AwesomeComputerVision) 7 Links 1 Contributor
- Object Detection
- [deep_learning_object_detection (by hoya012)](https://github.com/hoya012/deep_learning_object_detection) 311 Links 8 Contributors
- [awesome-object-detection (by amusi)](https://github.com/amusi/awesome-object-detection) 347 Links 6 Contributors
- [awesome-object-detection (by ankitshah009)](https://gitlab.com/ankitshah009/awesome-object-detection) 276 Links 1 Contributor
- [Awesome-Object-Detections (by daicoolb)](https://github.com/daicoolb/Awesome-Object-Detections) 108 Links 1 Contributor
- Image Classification
- [awesome-image-classification (by weiaicunzai)](https://github.com/weiaicunzai/awesome-image-classification) 332 Links 2 Contributors
- Semantic Segmentation
- [awesome-semantic-segmentation (by mrgloom)](https://github.com/mrgloom/awesome-semantic-segmentation) 487 Links 15 Contributors
- [Amazing-Semantic-Segmentation](https://github.com/luyanger1799/Amazing-Semantic-Segmentation) 26 Links 1 Contributor
- [awesome-semantic-segmentation-pytorch (by Tramac)](https://github.com/Tramac/awesome-semantic-segmentation-pytorch) 44 Links 3 Contributors
- [really-awesome-semantic-segmentation (by nightrome)](https://github.com/nightrome/really-awesome-semantic-segmentation) 13 Links 2 Contributors
- Pose Estimation
- [awesome-human-pose-estimation (by cbsudux)](https://github.com/cbsudux/awesome-human-pose-estimation) 139 Links 5 Contributors
- [awesome-hand-pose-estimation (by xinghaochen)](https://github.com/xinghaochen/awesome-hand-pose-estimation) 527 Links 8 Contributors
- Natural Language Processing
- [awesome-nlp (by keon)](https://github.com/keon/awesome-nlp) 287 Links 110 Contributors
- [awesome-nlp (by dparlevliet)](https://github.com/dparlevliet/awesome-nlp) 121 Links 2 Contributors
- [awesome-korean-nlp (by insikk)](https://github.com/insikk/awesome-korean-nlp) 30 Links 13 Contributors
- [Awesome-NLP-Resources (by Robofied)](https://github.com/Robofied/Awesome-NLP-Resources) 43 Links 3 Contributors
- [The Super Duper NLP Repo](https://notebooks.quantumstat.com/) 233 Links
- Time series
- [awesome-time-series (by cuge1995)](https://github.com/cuge1995/awesome-time-series) 91 Links 3 Contributors
- [awesome-time-series-analysis (by youngdou)](https://github.com/youngdou/awesome-time-series-analysis) 23 Links 1 Contributor
- Speech recognition / Music
- [awesome-speech-recognition-speech-synthesis-papers (by zzw922cn)](https://github.com/zzw922cn/awesome-speech-recognition-speech-synthesis-papers) 194 Links 3
- [awesome-deep-learning-music (by ybayle)](https://github.com/ybayle/awesome-deep-learning-music) 335 Links 4 Contributors
Contributors
- [awesome-speech-recognition-papers (by goldsmith)](https://github.com/goldsmith/awesome-speech-recognition-papers) 89 Links 3 Contributors
- Recurrent Neural Networks
- [awesome-rnn (by kjw0612)](https://github.com/kjw0612/awesome-rnn) 280 Links 24 Contributors
- Reinforcement Learning
- [awesome-rl (by aikorea)](https://github.com/aikorea/awesome-rl/) 224 Links 45 Contributors
- [awesome-deep-reinforcement-learning (by jgvictores)](https://github.com/jgvictores/awesome-deep-reinforcement-learning) 299 Links 2 Contributors
- [awesome-deep-rl (by tigerneil)](https://github.com/tigerneil/awesome-deep-rl) 68 Links 2 Contributors
- [awesome-deep-rl (by kengz)](https://github.com/kengz/awesome-deep-rl) 183 Links 2 Contributors
- Graph Neural Networks
- [Awesome-Graph-Neural-Networks (by nnzhan)](https://github.com/nnzhan/Awesome-Graph-Neural-Networks) 157 Links 3 Contributors
- [awesome-graph-networks (by tonysy)](https://github.com/tonysy/awesome-graph-networks) 14 Links 1 Contributor
- Ensemble
- [awesome-ensemble-learning (by yzhao062)](https://github.com/yzhao062/awesome-ensemble-learning) 62 Links 1 Contributor
- [awesome-random-forest (by kjw0612)](https://github.com/kjw0612/awesome-random-forest) 106 Links 6 Contributors
- Unsupervised Learning / Semi-supervised Learning / Self-supervised Learning
- [awesome-unsupervised-learning (by LongLong-Jing)](https://github.com/LongLong-Jing/awesome-unsupervised-learning) 18 Links 1 Contributor
- [awesome-semi-supervised-learning (by yassouali)](https://github.com/yassouali/awesome-semi-supervised-learning) 409 Links 8 Contributors
- [awesome-self-supervised-learning (by jason718)](https://github.com/jason718/awesome-self-supervised-learning) 286 Links 40 Contributors
- Generative Adversarial Networks
- [really-awesome-gan (by nightrome)](https://github.com/nightrome/really-awesome-gan) 370 Links 13 Contributors
- [awesome-gan (by zhaoxin94)](https://github.com/zhaoxin94/awesome-gan) 42 Links 1 Contributor
- [awesome-GAN (by Faldict)](https://github.com/Faldict/awesome-GAN) 37 Links 2 Contributors
- [awesome-GAN-papers (by ChanChiChoi)](https://github.com/ChanChiChoi/awesome-GAN-papers) 1257 Links 1 Contributor
- [gans-awesome-applications (by nashory)](https://github.com/nashory/gans-awesome-applications) 129 Links 6 Contributors
- Variational Autoencoders
- [Awesome-VAEs (by matthewvowels1)](https://github.com/matthewvowels1/Awesome-VAEs) 801 Links 2 Contributors
- Causal Inference
- [awesome-causality-algorithms (by rguo12)](https://github.com/rguo12/awesome-causality-algorithms) 175 Links 4 Contributors
- [awesome-causal-inference (by imirzadeh)](https://github.com/imirzadeh/awesome-causal-inference) 10 Links 1 Contributor
- Optimization
- [awesome-nonconvex-optimization (by cshjin)](https://github.com/cshjin/awesome-nonconvex-optimization) 67 Links 1 Contributor
- [awesome-multi-objective-optimization (by AnjieCheng)](https://github.com/AnjieCheng/awesome-multi-objective-optimization) 57 Links 1 Contributor
- [awesome-optimization (by jkerfs)](https://github.com/jkerfs/awesome-optimization) 12 Links 1 Contributor
- [awesome-nn-optimization (by harsh306)](https://github.com/harsh306/awesome-nn-optimization) 93 Links 1 Contributor
- Meta Learning
- [Awesome-Meta-Learning (by sudharsan13296)](https://github.com/sudharsan13296/Awesome-Meta-Learning) 124 Links 2 Contributors
- [awesome-meta-learning (by dragen1860)](https://github.com/dragen1860/awesome-meta-learning) 79 Links 1 Contributor
- Domain Adaptation / Transfer Learning
- [awesome-domain-adaptation (by zhaoxin94)](https://github.com/zhaoxin94/awesome-domain-adaptation) 543 Links 18 Contributors
- [awesome-transfer-learning (by artix41)](https://github.com/artix41/awesome-transfer-learning) 141 Links 16 Contributors
- [Awesome-Domain-Adaptation (by jarvisWang0903)](https://github.com/jarvisWang0903/Awesome-Domain-Adaptation) 49 Links 2 Contributors
- Anomaly Detection
- [awesome-anomaly-detection (by hoya012)](https://github.com/hoya012/awesome-anomaly-detection) 104 Links 11 Contributors
- [awesome-anomaly-detection (by zhuyiche)](https://github.com/zhuyiche/awesome-anomaly-detection) 45 Links 1 Contributor
- [awesome-TS-anomaly-detection (by rob-med)](https://github.com/rob-med/awesome-TS-anomaly-detection) 34 Links 4 Contributors
- [anomaly-detection-resources (by yzhao062)](https://github.com/yzhao062/anomaly-detection-resources) 148 Links 2 Contributors
- Noisy Label
- [Awesome-Learning-with-Label-Noise (by subeeshvasu)](https://github.com/subeeshvasu/Awesome-Learning-with-Label-Noise) 272 Links 8 Contributors
- [Awesome-Learning-with-Label-Noise (by 2021rahul)](https://github.com/2021rahul/Awesome-Learning-with-Label-Noise) 147 Links 6 Contributors
- Data augmentation
- [awesome-data-augmentation (by CrazyVertigo)](https://github.com/CrazyVertigo/awesome-data-augmentation) 37 Links 1 Contributor
- Adversarial examples / learnig
- [awesome-adversarial-machine-learning (by yenchenlin)](https://github.com/yenchenlin/awesome-adversarial-machine-learning) 50 Links 2 Contributors
- [awesome-adversarial-examples-dl (by chbrian)](https://github.com/chbrian/awesome-adversarial-examples-dl) 90 Links 2 Contributors
- SLAM
- [awesome-slam (by kanster)](https://github.com/kanster/awesome-slam) 69 Links 3 Contributors
- [Awesome-SLAM (by YoujieXia)](https://github.com/YoujieXia/Awesome-SLAM) 51 Links 1 Contributor
- [awesome-slam-datasets (by youngguncho)](https://github.com/youngguncho/awesome-slam-datasets) 279 Links 6 Contributors