"unsupervised-learning" Awesome Lists
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning
11,783 stars
1,964 forks
168 projects
Last updated: 12 Apr 2025
awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1,744 stars
303 forks
143 projects
Last updated: 09 Apr 2025
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,401 stars
167 forks
76 projects
Last updated: 08 Apr 2025
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,266 stars
126 forks
87 projects
Last updated: 14 Apr 2025
awesome-time-series-segmentation-papers
This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture
461 stars
10 forks
114 projects
Last updated: 10 Apr 2025
awesome-state-of-depth-completion
Current state of supervised and unsupervised depth completion methods
3d-reconstruction 3d-vision awesome benchmark computer-vision depth-completion kitti machine-learning self-supervised-learning supervised-learning
460 stars
24 forks
71 projects
Last updated: 10 Apr 2025
DeepLearning
A collection of research papers, datasets and software on Deep Learning
awesome-list best-practices computer-vision deep-learning machine-learning neural-network neural-networks papers research supervised-learning
30 stars
7 forks
307 projects
Last updated: 27 Mar 2025
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
awesome awesome-list bert cross-lingual embedding-models language-mdoel natural-language nlp pretrained pretrained-models
4 stars
0 forks
204 projects
Last updated: 12 Jan 2025
awesome-foundation-models-on-graphs
A collection of graph foundation models including papers, codes, and datasets.
data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction
4 stars
0 forks
226 projects
Last updated: 13 Apr 2025
awesome-unsupervised-imaging
Resources for solving imaging inverse problems using deep learning without ground truth
awesome-list computational-imaging deep-learning inverse-problems medical-imaging unsupervised-learning
1 stars
0 forks
36 projects
Last updated: 15 Dec 2024