[AMAI 2024] Selective: Feature Selection Library
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Dec 3, 2024 - Python
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unsupervised-feature-selection
Here are 13 public repositories matching this topic...
Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection
machine-learning clustering feature-selection automatic dimensionality-reduction matlab-toolbox unsupervised-feature-selection
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Nov 9, 2023 - MATLAB
MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)
high-dimensional-data feature-selection ensemble-learning unsupervised-feature-selection random-subspaces
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Feb 2, 2020 - MATLAB
Reference implementation of the paper Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data
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May 31, 2022 - Python
Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection
feature-selection automatic dimensionality-reduction matlab-toolbox unsupervised-feature-selection feature-selection-library
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Aug 25, 2022 - MATLAB
Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints (ECFPs)
hashing machine-learning feature-extraction morgan-fingerprints supervised-machine-learning information-entropy circular-fingerprints unsupervised-feature-selection extended-connectivity-fingerprints set-functions molecular-property-prediction supervised-feature-selection hash-based-folding sort-and-slice substructure-pooling molecular-featurisation feature-pooling set-vectorisation mutual-information-maximisation filtered-circular-fingerprints
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Dec 22, 2024 - Jupyter Notebook
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning
machine-learning feature-selection atc icd-10 unsupervised-feature-selection feature-selection-and-engineering international-classification-of-diseases anatomical-therapeutic-chamical
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Jul 27, 2024 - Python
The python tools for GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering
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Sep 29, 2023 - Python
Source Code for Fast Sparse Discriminative K-Means for Unsupervised Feature Selection (FSDK) published on T-NNLS
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Oct 7, 2023 - MATLAB
Reference implementation of the paper Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis
gene-sets game-theory pathways overlapping-genes shapley-values unsupervised-feature-selection redundancy-reduction
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Dec 23, 2022 - Python
Pattern Recognition, Wang, Chenchen, et al. "Unsupervised feature selection by learning exponential weights." 2024.
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Feb 25, 2024 - Python
Implementation of the unsupervised feature selection algorithm proposed by Ono in March 2020
python-library feature-selection dimensionality-reduction unsupervised-learning linear-models unsupervised-machine-learning unsupervised-feature-selection reconstruction-based
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Aug 31, 2020 - Jupyter Notebook
Module for measuring feature importance for any clustering method.
python clustering feature-selection feature-importance unsupervised-feature-selection sklearn-wrapper
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Oct 12, 2022 - Python
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