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The Top 23 Python Unsupervised Learning Open Source Projects

Open source projects categorized as Python Unsupervised Learning
Categories > Machine Learning > Unsupervised Learning
100 Days Of Ml Code ⭐ 20,750
100-Days-Of-ML-Code中文版
most recent commit 2 years ago
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90most recent commit 4 months agopypi pyod} Downloads
Anomaly Detection Resources ⭐ 7,616
Anomaly detection related books, papers, videos, and toolboxes
most recent commit 5 months ago
Mlxtend ⭐ 4,669
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 94total releases 51most recent commit 4 months agopypi mlxtend} Downloads
Anomalib ⭐ 2,796
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
most recent commit 3 months ago
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Machine Learning Specialization Coursera ⭐ 2,082
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
most recent commit 4 months ago
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2most recent commit 4 months ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36most recent commit 3 months agopypi alibi-detect} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit 3 years ago
Minisom ⭐ 1,339
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24most recent commit 3 months agopypi MiniSom} Downloads
Deepcluster ⭐ 1,313
Deep Clustering for Unsupervised Learning of Visual Features
most recent commit 3 years ago
Unsupervised Classification ⭐ 1,217
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 9 months ago
Hypergan ⭐ 1,190
Composable GAN framework with api and user interface
total releases 74most recent commit a year ago
Disentanglement_lib ⭐ 1,031
disentanglement_lib is an open-source library for research on learning disentangled representations.
total releases 5most recent commit 3 years ago
Unsup3d ⭐ 981
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
most recent commit 3 years ago
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77most recent commit 5 months agopypi tensorflow-similarity} Downloads
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Prednet ⭐ 695
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
total releases 2most recent commit 2 years ago
Autovc ⭐ 687
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
most recent commit 2 years ago
Simclr ⭐ 675
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
total releases 3most recent commit 5 months ago
The 10 Most Depended On Python Unsupervised Learning Open Source Projects
Mlxtend ⭐ 4,669
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 94total releases 51latest release September 25, 2023most recent commit 4 months agopypi mlxtend} Downloads
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Phate ⭐ 421
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
dependent packages 14total releases 36latest release August 13, 2018most recent commit 10 months agopypi phate} Downloads
Minisom ⭐ 1,339
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24latest release March 02, 2023most recent commit 3 months agopypi MiniSom} Downloads
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Corex_topic ⭐ 441
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
dependent packages 4total releases 7latest release March 22, 2021most recent commit 3 years agopypi corextopic} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Spectralcluster ⭐ 480
Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.
dependent packages 2total releases 32latest release August 24, 2023most recent commit 3 months agopypi spectralcluster} Downloads
Pymcr ⭐ 45
pyMCR: Multivariate Curve Resolution for Python
dependent packages 2total releases 14latest release October 26, 2021most recent commit 2 years agopypi pyMCR} Downloads
Pyrdf2vec ⭐ 232
🐍 Python Implementation and Extension of RDF2Vec
dependent packages 2total releases 11latest release June 09, 2021most recent commit 4 months agopypi pyrdf2vec} Downloads
The 10 Latest Releases In Python Unsupervised Learning Open Source Projects
Numalogic ⭐ 156
Collection of operational time series ML models and tools
total releases 50latest release November 30, 2023most recent commit 3 months ago
Classix ⭐ 85
Fast and explainable clustering in Python
total releases 112latest release November 27, 2023most recent commit 3 months ago
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 7 months agopypi pysad} Downloads
Mlxtend ⭐ 4,669
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 94total releases 51latest release September 25, 2023most recent commit 4 months agopypi mlxtend} Downloads
Persistable ⭐ 31
density-based clustering for exploratory data analysis based on multi-parameter persistence
total releases 24latest release September 22, 2023most recent commit 5 months ago
Spectralcluster ⭐ 480
Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.
dependent packages 2total releases 32latest release August 24, 2023most recent commit 3 months agopypi spectralcluster} Downloads
Adbench ⭐ 609
Official Implement of "ADBench: Anomaly Detection Benchmark".
total releases 16latest release August 02, 2023most recent commit 9 months ago
Gap_statistic ⭐ 193
Dynamically get the suggested clusters in the data for unsupervised learning.
dependent packages 1total releases 17latest release July 31, 2023most recent commit 9 months agopypi gap-stat} Downloads
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