Unsupervised Machine Learning Python Packages

pymcr

pyMCR: Multivariate Curve Resolution for Python

sequenzo

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

anomaly-grid-py

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

classixclustering

Fast and explainable clustering in Python

ascii-image-art

Python library for converting images into ASCII character strings and ASCII character colored images.

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.

emmv

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

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.

bhad

Python library for explainable Bayesian Anomaly Detection

cake-ensemble

CAKE: Confidence in Assignments via K-partition Ensembles

altanalyze3

AltAnalyze3: Advanced RNA-Seq Analysis Workflow

stringlifier

Python module for detecting password, api keys hashes and any other string that resembles a randomly generated character sequence.

pyroved

Variational encoder-decoder models in Pyro probabilistic programming language

extclustval

A lightweight Python package for external clustering validation metrics.

basata

An open-source AutoML tool with a proven record in Kaggle competitions. A must-have in every Data Scientists toolbox.

segmentation-forests

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

simple-kmeans

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

louvainsplit

Efficient graph partitioning using LouvainSplit algorithm

intclustval

A lightweight Python package for internal clustering validation metrics.

classipygrb

Download, process, visualize and classify Gamma-Ray-Bursts (GRB) from the Swift/BAT Telescope database.

compsil

CompSil: Composite Silhouette for Cluster-Count Selection

ctec405library

Library Functions for CTEC 405

shapley-behaviors

Shapley value transformations for behavioral data analysis

stringlifier39

Python module for detecting password, api keys hashes and any other string that resembles a randomly generated character sequence.