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Topic: "subset-selection"

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.

Language: Python - Size: 6.75 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 245 - Forks: 46

thieu1995/mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Language: Python - Size: 4.51 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 72 - Forks: 24

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.

Language: Julia - Size: 336 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 29 - Forks: 1

sibirbil/LESS

Learning with Subset Stacking

Language: Python - Size: 11.8 MB - Last synced at: 1 day ago - Pushed at: 7 days ago - Stars: 23 - Forks: 4

StarlangSoftware/Classification-Py

Machine learning library for classification tasks

Language: Python - Size: 1.4 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 13 - Forks: 2

StarlangSoftware/Classification

Machine learning library for classification tasks

Language: Java - Size: 2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 6

JacobSeedorff21/BranchGLM

Efficient Variable Selection for GLMs in R

Language: R - Size: 4.71 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 7 - Forks: 2

StarlangSoftware/Classification-CPP

Machine learning library for classification tasks

Language: C++ - Size: 64.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

julienraffaud/ProtoDash

PySpark Implementation of the ProtoDash subset selection algorithm.

Language: Jupyter Notebook - Size: 767 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1

sleepymalc/MISS

Official implementation of the paper "Most Influential Subset Selection: Challenges, Promises, and Beyond" (NeurIPS2024)

Language: Jupyter Notebook - Size: 78.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

MK2112/minicorpus

Investigating, reproducing, and improving MiniPile with PyTorch and HuggingFace

Language: Python - Size: 25.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

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.

Language: R - Size: 582 KB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

airdipu/Data-Mining-using-R

This project is on Data Mining process using R depending on ISLR book.

Language: R - Size: 28.3 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

n1crack/subset-finder

A Laravel collection-powered PHP package, enables efficient extraction of subsets from collections, ideal for discount calculations and inventory management.

Language: PHP - Size: 56.6 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

uwgraphics/flexibleSubsetSelection

A Python package for flexible subset selection for data visualization.

Language: Jupyter Notebook - Size: 44.9 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

eakgun/ISO_OLS_RBF

Generalized Improved Second Order RBF Neural Network with Center Selection using OLS

Language: MATLAB - Size: 2.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

enricoschumann/neighbours

Neighbourhood Functions for Local-Search Algorithms

Language: R - Size: 69.3 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

KCachel/fins

Group fairness auditing methods for set selections. Corresponding to paper "FINS Auditing Framework: Group Fairness for Subset Selections" AAAI/ACM AIES 2022

Language: Python - Size: 424 KB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

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.

Size: 435 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

cykbennie/prescience-r

R package of the Approximate Best Subset Maximum Binary Prediction Rule (PRESCIENCE) proposed by Chen and Lee (2018).

Language: R - Size: 190 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

StarlangSoftware/Classification-Cy

Machine learning library for classification tasks

Language: Cython - Size: 1.41 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

StarlangSoftware/Classification-CS

Machine learning library for classification tasks

Language: C# - Size: 1.27 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

StarlangSoftware/Classification-Js

Machine Learning Library for Classification Tasks

Language: TypeScript - Size: 1010 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

JacobSeedorff21/fastbackward

Fast Backward Elimination in R

Language: R - Size: 34.2 KB - Last synced at: about 16 hours ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Srking501/mas8404_coursework

A summative coursework for MAS8404 Statistical Learning for Data Science

Language: R - Size: 731 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

oguzaliarslan/training-with-best-represantation

blg454e project

Language: Jupyter Notebook - Size: 438 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 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

Language: R - Size: 51.8 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 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)

Language: R - Size: 664 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

AndreaPrati98/EFSA_study

Data analysis on samples from a virtual simulation of toxicological study. Use of subset selection.

Language: Jupyter Notebook - Size: 3.81 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 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..

Language: Jupyter Notebook - Size: 768 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

avxxx/Optimizing-Project-2020

Проект по методам оптимизации, 3 курс, ФУПМ МФТИ

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

CSCLabTW/QReadSelector

QReadSelector is a subset selection of high-depth next generation sequencing reads for de novo genome assembly using MapReduce framework.

Language: Java - Size: 195 KB - Last synced at: about 1 year ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 0

Related Topics
feature-selection 10 machine-learning 8 decision-tree-classifier 7 pca 7 random-forest-classifier 6 quadratic-discriminant-analysis 6 linear-discriminant-analysis 6 rocchio-algorithm 6 statistical-tests 6 naive-bayes-classifier 6 deep-neural-networks 6 bagging-trees 6 multilayer-perceptron-network 6 dataset-manager 6 decision-stumps 6 multilayer-perceptron 6 knn-algorithm 4 autoencoder-classification 4 optimization 4 linear-regression 4 classification-algorithm 4 statistical-learning 3 statistics 3 regression 3 classification 3 r 3 machinelearning 2 logistic-regression 2 visualization 2 genetic-algorithm 2 supervised-learning 2 exploratory-data-analysis 2 python 2 r-package 2 svm-classifier 2 multiple-linear-regression 2 r-programming 2 classification-algorithms 2 support-vector-machine-svm 2 data-science 2 compressed-sensing 1 basis-pursuit 1 grey-wolf 1 grey-wolf-optimizer 1 variable-selection 1 machine-learning-algorithms 1 optimization-algorithms 1 optimization-methods 1 greedy-algorithm 1 generalized-linear-models 1 submodular-optimization 1 modelling 1 optimization-tools 1 logistic-regression-classifier 1 lda-model 1 lasso-regularization 1 lasso-regression-model 1 lasso 1 data-preprocessing 1 ai 1 forward-regression 1 particle-swarm 1 bic 1 particle-swarm-optimization 1 data-attribution 1 machine-unlearning 1 support-vector-classifier 1 dimensionality-reduction 1 feature-extraction 1 harris-hawks-optimization 1 knn-classifier 1 mutual-information 1 pearson-correlation-coefficient 1 relief-f 1 wrapper-methods 1 collection 1 discount 1 ecommerce 1 php 1 meta-learning 1 stacking-ensemble 1 julia 1 matching-pursuit 1 sparse-bayesian-learning 1 sparse-linear-systems 1 sparse-regression 1 sparsity 1 stepwise-regression 1 huggingface 1 pytorch 1 data-sampling 1 data-visualization 1 decluttering 1 exemplars 1 mip 1 sampling 1 subsets 1 summarization 1 non-linear-regression 1 logisticsregression 1