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Unsupervised Machine Learning Python Packages

Python packages with the GitHub topic unsupervised-machine-learning. Sorted by relevance, with stars and monthly downloads.
usnistgov
pymcr

pyMCR: Multivariate Curve Resolution for Python

26K 95 35
Liang-Team
sequenzo

A fast, scalable, and intuitive Python package in sequence analysis.

10K 34 10
abimael10
anomaly-grid-py

Deviation detection using variable-order Markov-chains in finite alphabet sequences

9K 1 0
nla-group
classixclustering

Fast and explainable clustering in Python

7K 127 14
txtasad
ascii-image-art

A simple to use Python library to convert images into ASCII characters text file and ASCII characters colored images. Option to use new AI module.

2K 2 0
yaniv-shulman
chunkey-bert

ChunkeyBert is a minimal and easy-to-use keyword extraction technique that leverages BERT embeddings for unsupervised keyphrase extraction from long text documents.

2K 1 0
semoglou
cake-ensemble

Confidence in Assignments via K-partition Ensembles

1K 1 0
christian-oleary
emmv

Implementation of EM/MV metrics based on N. Goix et al.

1K 10 0
AVoss84
bhad

Python library for explainable Bayesian Anomaly Detection

808 10 1
michelin
torchsom

TorchSOM is a PyTorch-based library for training Self-Organizing Maps (SOMs), a model trained in an unsupervised manner, that can be used for clustering, dimensionality reduction and data visualization. It is designed to be scalable and user-friendly.

594 33 2
adobe
stringlifier

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

463 170 27
amaxiom
shapley-behaviors

Explainable Pattern Recognition for Materials and Biomedical Data

456 1 0
SalomonisLab
altanalyze3

AltAnalyze version 3 is a Python3 library to integrate and compare diverse RNA isoform datasets.

451 9 4
mehrdaddjavadi
louvainsplit

efficient graph partitioning

314 1 0
sg-tarek
basata

BASATA - Code less while gaining more

314 0 0
ziatdinovmax
pyroved

Invariant representation learning from imaging and spectral data

310 54 10
nullHawk
simple-kmeans

Implementation of K-means algorithm from scratch with adaptive distance metrics

233 1 0
davidgeorgewilliams
segmentation-forests

Discover hidden segments in your data using Random Forest-inspired trees that find where metric distributions diverge from the background.

207 2 0
User10166
ctec405library

Official Python Library for CTEC 405 – Applied Machine Learning & AI. Published by the Department of Electrical & Computer Engineering Technology – New York Institute of Technology.

192 0 0
KenethGarcia
classipygrb

This repository contains all the updates, code, and documentation related to ClassiPyGRB.

186 19 2
GabrielFernandezFernandez
spivae

Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.

176 9 1
adobe
stringlifier39

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

153 170 27
cperales
foucluster

FouCluster compute distance among songs in frequency domains, and operate with clusters

116 17 1
andgoldschmidt
pyprotoclust

Python Prototype Clustering: an implementation of minimax linkage for hierarchical clustering

108 5 0
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