Python unsupervised-learning

Open-source Python projects categorized as unsupervised-learning

Top 23 Python unsupervised-learning Projects

unsupervised-learning
  1. transferlearning

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

  2. Judoscale

    Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.

    Judoscale logo
  3. pyod

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

  4. anomaly-detection-resources

    Anomaly detection related books, papers, videos, and toolboxes

  5. anomalib

    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

    OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  7. awesome-community-detection

    A curated list of community detection research papers with implementations.

  8. karateclub

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

  9. InfluxDB

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

    InfluxDB logo
  10. minisom

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

  11. Unsupervised-Classification

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

  12. HyperGAN

    Composable GAN framework with api and user interface

  13. autovc

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

  14. similarity

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

  15. ADBench

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

  16. disentangling-vae

    Experiments for understanding disentanglement in VAE latent representations

  17. corex_topic

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

  18. MonoRec

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

  19. TranAD

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

  20. Lifting-from-the-Deep-release

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

  21. Unsupervised-Semantic-Segmentation

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

  22. TS-TCC

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

  23. DETReg

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

  24. SeaLion

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

  25. MAGIC

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

  26. CodeRabbit

    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.

    CodeRabbit logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python unsupervised-learning discussion

Log in or Post with

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 →

Index

What are some of the best open-source unsupervised-learning projects in Python? This list will help you:

# Project Stars
1 transferlearning 13,868
2 pyod 9,144
3 anomaly-detection-resources 8,688
4 anomalib 4,232
5 mmselfsup 3,237
6 awesome-community-detection 2,356
7 karateclub 2,220
8 minisom 1,503
9 Unsupervised-Classification 1,418
10 HyperGAN 1,191
11 autovc 1,054
12 similarity 1,020
13 ADBench 933
14 disentangling-vae 805
15 corex_topic 631
16 MonoRec 594
17 TranAD 573
18 Lifting-from-the-Deep-release 450
19 Unsupervised-Semantic-Segmentation 410
20 TS-TCC 406
21 DETReg 335
22 SeaLion 335
23 MAGIC 257

Sponsored
Save 47% on cloud hosting with autoscaling that just works
Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
judoscale.com

Did you know that Python is
the 2nd most popular programming language
based on number of references?