subset-selection

There are 0 repository under subset-selection topic.

zoofs
jaswinder9051998 / zoofs
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools subset-selection
Language:Python 236
thieu1995 / mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
decision-tree-classifier dimensionality-reduction feature-extraction feature-selection harris-hawks-optimization knn-classifier machine-learning optimization svm-classifier mutual-information pearson-correlation-coefficient subset-selection wrapper-methods genetic-algorithm relief-f
Language:Python 46
SebastianAment / CompressedSensing.jl
Contains a wide-ranging collection of compressed sensing and feature selection algorithms. Examples include matching pursuit algorithms, forward and backward stepwise regression, sparse Bayesian learning, and basis pursuit.
feature-selection compressed-sensing subset-selection matching-pursuit stepwise-regression sparse-bayesian-learning sparsity basis-pursuit sparse-linear-systems sparse-regression julia
Language:Julia 27
sibirbil / LESS
Learning with Subset Stacking
machine-learning stacking-ensemble subset-selection regression classification meta-learning
Language:Python 22
StarlangSoftware / Classification-Py
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm classification-algorithm linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier feature-selection subset-selection pca statistical-tests
Language:Python 11
julienraffaud / ProtoDash
PySpark Implementation of the ProtoDash subset selection algorithm.
explainable-ai explainable-ml machine-learning subset-selection
Language:Jupyter Notebook 5
StarlangSoftware / Classification
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm knn-algorithm classification-algorithms linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier support-vector-machine-svm feature-selection subset-selection pca statistical-tests
Language:Java 4
StarlangSoftware / Classification-CPP
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm classification-algorithms knn-algorithm linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier support-vector-machine-svm feature-selection subset-selection pca statistical-tests
Language:C++ 3
airdipu / Data-Mining-using-R
This project is on Data Mining process using R depending on ISLR book.
r data-mining lda pca logisticsregression svm svm-classifier linear-regression decision-trees non-linear-regression pls pcr ridge-regression subset-selection
Language:R 2
eakgun / ISO_OLS_RBF
Generalized Improved Second Order RBF Neural Network with Center Selection using OLS
machine-learning matlab rbf-network rbf-kernel feature-selection levenberg-marquardt grid-search-hyperparameters optimization subset-selection rbfs center-selection rbf-neural-networks ols
Language:MATLAB 2
kwsthsve / Feature_Subset_Selection-and-Classification
Find the simplest model and the best method to predict whether an observation belongs to categories LOWER/GREATER of 20% trimmed mean of "ncrim" variable. AUEB Computer Science course Statistical Learning.
statistical-learning classification subset-selection aueb aueb-students rlanguage
Language:R 2
cykbennie / prescience-r
R package of the Approximate Best Subset Maximum Binary Prediction Rule (PRESCIENCE) proposed by Chen and Lee (2018).
econometrics statistics subset-selection
Language:R 1
devinaa1604 / Subset_Selection
This aims to run a subset selection process on the data set using R
rstudio subset-selection r2 bic
Language:R 1
enricoschumann / neighbours
Neighbourhood Functions for Local-Search Algorithms
algorithms local-search machine-learning neighbourhood-functions neighbours simulated-annealing subset-selection threshold-accepting
Language:R 1
KCachel / fins
Group fairness auditing methods for set selections. Corresponding to paper "FINS Auditing Framework: Group Fairness for Subset Selections" AAAI/ACM AIES 2022
fairness group-fairness subset-selection
Language:Python 1
n1crack / subset-finder
A Laravel collection-powered PHP package, enables efficient extraction of subsets from collections, ideal for discount calculations and inventory management.
collection discount ecommerce php subset-selection
Language:PHP 1
Sarthak-Mohapatra / Prediction-of-fare-and-changes-in-airfare-with-Southwest-Airline-entry-in-a-new-route.
In this project, I have used Machine Learning (Linear Regression) for Prediction of fare and changes in airfare when a low cost airlines like Southwest Airline enters a new route in the US Aviation Market.
r machine-learning visualization linear-regression linear-models subset-selection excel rstudio visualisation exploratory-data-analysis
1
AndreaPrati98 / EFSA_study
Data analysis on samples from a virtual simulation of toxicological study. Use of subset selection.
animals estimate subset-selection
Language:Jupyter Notebook 0
avxxx / Optimizing-Project-2020
Проект по методам оптимизации, 3 курс, ФУПМ МФТИ
subset-selection greedy-algorithm forward-regression submodular-optimization
Language:Jupyter Notebook 0
CSCLabTW / QReadSelector
QReadSelector is a subset selection of high-depth next generation sequencing reads for de novo genome assembly using MapReduce framework.
subset-selection ngs denovo-assembly mapreduce
Language:Java 0
kaushikmanikonda / Design-and-Analysis-of-Industrial-Experiments_ISEN_616
Designing Industrial Experiments, one-way, and two-way ANOVA analysis, Experimental design principles (Replication, Randomization, and Blocking), Parameter Estimation, Sample Variance
anova-analysis one-way-anova two-way-anova experimental-design-analysis r-programming linear-regression multiple-linear-regression subset-selection best-subsets
Language:R 0
kaushikmanikonda / Industrial-Data-Analytics-and-Machine-Learning_ISEN_613
Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)
machinelearning r-programming linear-regression k-means-clustering random-forests boosting bagging logistic-regression data-science k-nearest-neighbors hierarchical-clustering multiple-linear-regression supervised-learning unsupervised-learning tree-pruning statistical-learning subset-selection bootstrapping confusion-matrix support-vector-machines
Language:R 0
pscharfe / Predicting-Coup-Outcomes-in-R
dplyr subset-selection logistic-regression rpart
Language:R 0
sreyadhar / Supervised-Machine-Learning-R
machine-learning regression linear-regression-models subset-selection logistic-regression lda-qda lasso ridge svm cart ann r rstudio
Language:R 0
Srking501 / mas8404_coursework
A summative coursework for MAS8404 Statistical Learning for Data Science
data-preprocessing data-science exploratory-data-analysis machine-learning modelling r statistical-learning bic classification lasso lasso-regression-model lasso-regularization lda-model logistic-regression logistic-regression-classifier subset-selection
Language:R 0
mocchicone / Subset-Selection-MLB-Data
Using 2016 MLB data, using Subset Selection approach to identify a subset of p predictors that are related to the salary variable..
python subset-selection
Language:Jupyter Notebook
oguzaliarslan / training-with-best-represantation
blg454e project
image-classification resnet-18 subset-selection
Language:Jupyter Notebook
StarlangSoftware / Classification-CS
Machine learning library for classification tasks
autoencoder-classification bagging-trees classification-algorithm dataset-manager decision-stumps decision-tree-classifier deep-neural-networks feature-selection knn-algorithm linear-discriminant-analysis multilayer-perceptron multilayer-perceptron-network naive-bayes-classifier pca quadratic-discriminant-analysis random-forest-classifier rocchio-algorithm statistical-tests subset-selection support-vector-classifier
Language:C#
StarlangSoftware / Classification-Cy
Machine learning library for classification tasks
bagging-trees classification-algorithm dataset-manager decision-stumps decision-tree-classifier deep-neural-networks feature-selection linear-discriminant-analysis multilayer-perceptron multilayer-perceptron-network naive-bayes-classifier pca quadratic-discriminant-analysis random-forest-classifier rocchio-algorithm statistical-tests subset-selection
Language:Cython
StarlangSoftware / Classification-Js
Machine Learning Library for Classification Tasks
bagging-trees classification-algorithm dataset-manager decision-stumps decision-tree-classifier deep-neural-networks feature-selection knn-algorithm linear-discriminant-analysis multilayer-perceptron multilayer-perceptron-network naive-bayes-classifier pca quadratic-discriminant-analysis random-forest-classifier rocchio-algorithm statistical-tests subset-selection
Language:TypeScript

subset-selection

jaswinder9051998 / zoofs

thieu1995 / mafese

SebastianAment / CompressedSensing.jl

sibirbil / LESS

StarlangSoftware / Classification-Py

julienraffaud / ProtoDash

StarlangSoftware / Classification

StarlangSoftware / Classification-CPP

airdipu / Data-Mining-using-R

eakgun / ISO_OLS_RBF

kwsthsve / Feature_Subset_Selection-and-Classification

cykbennie / prescience-r

devinaa1604 / Subset_Selection

enricoschumann / neighbours

KCachel / fins

n1crack / subset-finder

Sarthak-Mohapatra / Prediction-of-fare-and-changes-in-airfare-with-Southwest-Airline-entry-in-a-new-route.

AndreaPrati98 / EFSA_study

avxxx / Optimizing-Project-2020

CSCLabTW / QReadSelector

kaushikmanikonda / Design-and-Analysis-of-Industrial-Experiments_ISEN_616

kaushikmanikonda / Industrial-Data-Analytics-and-Machine-Learning_ISEN_613

pscharfe / Predicting-Coup-Outcomes-in-R

sreyadhar / Supervised-Machine-Learning-R

Srking501 / mas8404_coursework

mocchicone / Subset-Selection-MLB-Data

oguzaliarslan / training-with-best-represantation

StarlangSoftware / Classification-CS

StarlangSoftware / Classification-Cy

StarlangSoftware / Classification-Js