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The Top 23 Clustering Unsupervised Learning Open Source Projects

Open source projects categorized as Clustering Unsupervised Learning
Categories > Networking > Clustering
Categories > Machine Learning > Unsupervised Learning
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months 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
Awesome Contrastive Self Supervised Learning ⭐ 1,029
A comprehensive list of awesome contrastive self-supervised learning papers.
most recent commit 7 months 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
Handson Unsupervised Learning ⭐ 604
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
most recent commit 3 months ago
Spectralcluster ⭐ 480
Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.
dependent packages 2total releases 32most recent commit 4 months agopypi spectralcluster} Downloads
Machine Learning Algorithms From Scratch ⭐ 312
Implementing machine learning algorithms from scratch.
most recent commit 3 years ago
Unsupervised Semantic Segmentation ⭐ 291
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
most recent commit 2 years ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
L2c ⭐ 225
Learning to Cluster. A deep clustering strategy.
most recent commit 4 years ago
Mmt ⭐ 220
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
most recent commit 4 years ago
Spectral Clustering With Graph Neural Networks For Graph Pooling ⭐ 196
Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"
most recent commit 2 years ago
Gap_statistic ⭐ 193
Dynamically get the suggested clusters in the data for unsupervised learning.
dependent packages 1total releases 17most recent commit 9 months agopypi gap-stat} Downloads
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Keras_deep_clustering ⭐ 168
How to do Unsupervised Clustering with Keras
most recent commit 6 years ago
Self Supervised Learning Overview ⭐ 151
📜 Self-Supervised Learning from Images: Up-to-date reading list.
most recent commit 2 years ago
M Nmf ⭐ 119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
most recent commit a year ago
Text Summarizer ⭐ 101
Python Framework for Extractive Text Summarization
most recent commit 2 years ago
Labelpropagation ⭐ 101
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
most recent commit a year ago
Druidjs ⭐ 87
A JavaScript Library for Dimensionality Reduction
dependent packages 2total releases 42most recent commit 8 months agonpm @saehrimnir/druidjs} Downloads
The 5 Most Depended On Clustering Unsupervised Learning Open Source Projects
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
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 4 months agopypi spectralcluster} Downloads
Druidjs ⭐ 87
A JavaScript Library for Dimensionality Reduction
dependent packages 2total releases 42latest release August 11, 2023most recent commit 8 months agonpm @saehrimnir/druidjs} Downloads
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
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77latest release June 28, 2022most recent commit 5 months agopypi tensorflow-similarity} Downloads
The 10 Latest Releases In Clustering Unsupervised Learning Open Source Projects
Classix ⭐ 85
Fast and explainable clustering in Python
total releases 112latest release November 27, 2023most recent commit 3 months ago
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
Geocmeans ⭐ 25
An R package to perform Spatial Fuzzy C-means
total releases 7latest release September 12, 2023most recent commit 7 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 4 months agopypi spectralcluster} Downloads
Druidjs ⭐ 87
A JavaScript Library for Dimensionality Reduction
dependent packages 2total releases 42latest release August 11, 2023most recent commit 8 months agonpm @saehrimnir/druidjs} Downloads
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
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
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77latest release June 28, 2022most recent commit 5 months agopypi tensorflow-similarity} Downloads
Bagofconcepts ⭐ 19
Python implementation of bag-of-concepts
total releases 2latest release June 05, 2022most recent commit 2 years ago
Clustassess ⭐ 13
Tools for assessing clustering robustness
total releases 3latest release January 26, 2022most recent commit 2 years ago
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