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

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.

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.

cake-ensemble

Confidence in Assignments via K-partition Ensembles

emmv

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

bhad

Python library for explainable Bayesian Anomaly Detection

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.

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.

shapley-behaviors

Explainable Pattern Recognition for Materials and Biomedical Data

altanalyze3

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

louvainsplit

efficient graph partitioning

basata

BASATA - Code less while gaining more

pyroved

Invariant representation learning from imaging and spectral data

simple-kmeans

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

segmentation-forests

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

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.

classipygrb

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

spivae

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

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.

foucluster

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

pyprotoclust

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