Top 23 Python unsupervised-learning Projects

unsupervised-learning

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1. transferlearning

   1 1 13,868 7.1 Python

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

   

2. Judoscale

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3. pyod

   2 7 9,144 8.3 Python

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

   

4. anomaly-detection-resources

   3 98 8,688 4.9 Python

   Anomaly detection related books, papers, videos, and toolboxes

   

5. anomalib

   4 17 4,232 9.0 Python

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

   

   Project mention: Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne | dev.to | 2024-05-10

   In this brief walkthrough, I will illustrate how to leverage open-source FiftyOne and Anomalib to build deployment-ready anomaly detection models. First, we will load and visualize the MVTec AD dataset in the FiftyOne App. Next, we will use Albumentations to test out augmentation techniques. We will then train an anomaly detection model with Anomalib and evaluate the model with FiftyOne.

6. mmselfsup

   5 5 3,237 5.3 Python

   OpenMMLab Self-Supervised Learning Toolbox and Benchmark

   

7. awesome-community-detection

   6 1 2,356 2.8 Python

   A curated list of community detection research papers with implementations.

   

8. karateclub

   7 1 2,220 6.7 Python

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

   

9. InfluxDB

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   InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

   

10. minisom

    8 3 1,503 7.1 Python

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

    

11. Unsupervised-Classification

    9 2 1,418 1.4 Python

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

    

12. HyperGAN

    10 2 1,191 0.0 Python

    Composable GAN framework with api and user interface

    

13. autovc

    11 1 1,054 2.5 Python

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

    

14. similarity

    12 7 1,020 5.9 Python

    TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

    

15. ADBench

    13 1 933 6.9 Python

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

    

16. disentangling-vae

    14 1 805 0.0 Python

    Experiments for understanding disentanglement in VAE latent representations

    

17. corex_topic

    15 5 631 3.8 Python

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

    

18. MonoRec

    16 1 594 0.9 Python

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

    

19. TranAD

    17 1 573 0.9 Python

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

    

20. Lifting-from-the-Deep-release

    18 2 450 0.0 Python

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

    

21. Unsupervised-Semantic-Segmentation

    19 1 410 1.8 Python

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

    

22. TS-TCC

    20 1 406 3.2 Python

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

    

23. DETReg

    21 1 335 2.8 Python

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

    

24. SeaLion

    22 4 335 5.2 Python

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

    

25. MAGIC

    23 2 257 0.0 Python

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

    

26. CodeRabbit

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    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

    

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

  1 project | dev.to | 10 May 2024

• Anomalib: Anomaly detection library comprising cutting-edge algorithms

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

• Defect Detection using Computer Vision

  1 project | /r/computervision | 5 Dec 2023

• Crooks’ Mistaken Bet on Encrypted Phones

  1 project | news.ycombinator.com | 17 Apr 2023

• ELI5 hardware keylogging

  1 project | /r/explainlikeimfive | 11 Apr 2023

• [D] Distributions to represent an Image Dataset

  1 project | /r/MachineLearning | 24 Feb 2023
• A note from our sponsor - CodeRabbit
  coderabbit.ai | 29 Apr 2025

  Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR. Learn more →

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