Unsupervised Python Packages

harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

gap-stat

Dynamically get the suggested clusters in the data for unsupervised learning.

moviebox

Machine learning movie recommending system

cluster-tuner

A GridSearchCV-like hyperparameter tuner for clustering algorithms.

family-resemblance

Weighted family-resemblance clustering grounded in Wittgenstein PI §65-67 (prototype-free, sklearn-compatible).

somber

Recursive Self-Organizing Map/Neural Gas.

knac-toolkit

Knowledge Augmented Clustering

easyae-samuel-revolinski

This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data

threshold-onset

THRESHOLD_ONSET is a foundational system that explores how structure emerges through action, trace, and repetition — before symbols, meaning, or interpretation exist.

easyae

This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data