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GitHub topics: unsupervised-feature-selection

fidelity/selective

[AMAI 2024] Selective: Feature Selection Library

Language: Python - Size: 150 KB - Last synced at: 26 days ago - Pushed at: 6 months ago - Stars: 68 - Forks: 17

MarkusFerdinandDablander/ECFP-Sort-and-Slice

Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints (ECFPs)

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 3

data-intelligence-for-health-lab/ICD10-Unsupervised-Feature-Selection

Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning

Language: Python - Size: 626 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

MarathonZhenyuMa/2023-TNNLS-FSDK

Source Code for Fast Sparse Discriminative K-Means for Unsupervised Feature Selection (FSDK) published on T-NNLS

Language: MATLAB - Size: 14.1 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

farhadabedinzadeh/AutoUFSTool

Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection

Language: MATLAB - Size: 25.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

YeganeModaresnia/Auto-UFSTool

Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection

Language: MATLAB - Size: 20.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

ZhaoyuXingStat/GOLFS

The python tools for GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering

Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

chiarabales/unsupervised_sv

Reference implementation of the paper Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data

Language: Python - Size: 31.3 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

msoczi/clustfeatimp

Module for measuring feature importance for any clustering method.

Language: Python - Size: 370 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

chiarabales/geneset_SV

Reference implementation of the paper Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis

Language: Python - Size: 119 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

huangdonghere/SRCFS

MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)

Language: MATLAB - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 1