Top 23 Python unsupervised-learning Projects

unsupervised-learning

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1. transferlearning

   1 1 14,055 7.1 Python

   Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

   

2. InfluxDB

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3. pyod

   2 7 9,418 6.0 Python

   A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

   

4. anomaly-detection-resources

   3 98 8,907 4.9 Python

   Anomaly detection related books, papers, videos, and toolboxes

   

5. anomalib

   4 17 4,892 9.2 Python

   An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

   

6. mmselfsup

   5 5 3,267 5.3 Python

   OpenMMLab Self-Supervised Learning Toolbox and Benchmark

   

7. awesome-community-detection

   6 1 2,380 2.8 Python

   A curated list of community detection research papers with implementations.

   

8. karateclub

   7 1 2,242 6.7 Python

   Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

   

9. Sevalla

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10. minisom

    8 3 1,535 5.3 Python

    :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

    

11. Unsupervised-Classification

    9 2 1,438 1.4 Python

    SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

    

12. HyperGAN

    10 2 1,190 0.0 Python

    Composable GAN framework with api and user interface

    

13. autovc

    11 1 1,077 2.5 Python

    AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

    

14. ADBench

    12 1 957 6.9 Python

    Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

    

15. disentangling-vae

    13 1 825 0.0 Python

    Experiments for understanding disentanglement in VAE latent representations

    

16. corex_topic

    14 5 635 3.8 Python

    Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

    

17. TranAD

    15 1 604 0.9 Python

    [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

    

18. MonoRec

    16 1 598 0.9 Python

    Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)

    

19. Lifting-from-the-Deep-release

    17 2 449 0.0 Python

    Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

    

20. TS-TCC

    18 1 440 3.2 Python

    [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

    

21. Unsupervised-Semantic-Segmentation

    19 1 412 1.8 Python

    Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

    

22. SeaLion

    20 4 337 5.2 Python

    The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

    

23. DETReg

    21 1 337 2.8 Python

    Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

    

24. pyRDF2Vec

    22 1 259 0.0 Python

    🐍 Python Implementation and Extension of RDF2Vec

    

25. MAGIC

    23 2 259 0.0 Python

    Language Models Can See: Plugging Visual Controls in Text Generation (by yxuansu)

    

26. SaaSHub

    www.saashub.com featured

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    

Python unsupervised-learning related posts

• Open source laser microphone picks up laptop keystrokes

  3 projects | news.ycombinator.com | 13 Aug 2024

• Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne

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• Anomalib: Anomaly detection library comprising cutting-edge algorithms

  1 project | news.ycombinator.com | 24 Apr 2024

• Defect Detection using Computer Vision

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• ELI5 hardware keylogging

  1 project | /r/explainlikeimfive | 11 Apr 2023

• [D] Distributions to represent an Image Dataset

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 2 Sep 2025

  InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

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