unsupervised-feature-selection
There are 13 repositories under unsupervised-feature-selection topic.
fidelity/selective
[AMAI 2024] Selective: Feature Selection Library
farhadabedinzadeh/AutoUFSTool
Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection
huangdonghere/SRCFS
MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)
chiarabales/unsupervised_sv
Reference implementation of the paper Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data
YeganeModaresnia/Auto-UFSTool
Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection
MarkusFerdinandDablander/ECFP-Sort-and-Slice
Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints (ECFPs)
data-intelligence-for-health-lab/ICD10-Unsupervised-Feature-Selection
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning
ZhaoyuXingStat/GOLFS
The python tools for GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering
chiarabales/geneset_SV
Reference implementation of the paper Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis
MarathonZhenyuMa/2023-TNNLS-FSDK
Source Code for Fast Sparse Discriminative K-Means for Unsupervised Feature Selection (FSDK) published on T-NNLS
kitayama1234/unsupervized_feature_selection_based_on_linear_reconstruction_loss
Implementation of the unsupervised feature selection algorithm proposed by Ono in March 2020
Wangchenchen233/LLSRFS
Pattern Recognition, Wang, Chenchen, et al. "Unsupervised feature selection by learning exponential weights." 2024.
msoczi/clustfeatimp
Module for measuring feature importance for any clustering method.