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Regression

76 projects

Showing 36 of 76 projects

skpro
skproPython

A scikit-learn compatible Python library for probabilistic regression, survival analysis, and probability distributions.

#ai#distributional-regression#probabilistic-machine-learning
Stars330
Forks194
Last commit3 days ago
XGBoost
XGBoostJulia

A Julia interface for XGBoost, providing efficient distributed gradient boosting for regression, classification, and ranking.

#julia#classification#openmp
Stars306
Forks109
Last commit2 months ago
Node-SVM
Node-SVMJavaScript

A Node.js library implementing Support Vector Machines (SVM) for classification and regression tasks.

#libsvm#data-science#classification
Stars301
Forks45
Last commit7 years ago
fuku-ml
fuku-mlPython

Simple machine learning library / 簡單易用的機器學習套件

#neural-network#logistic-regression#classification
Stars285
Forks71
Last commit11 months ago
rb-libsvm
rb-libsvmC++

Ruby language bindings for the LIBSVM library, enabling support vector machine (SVM) classification and regression in Ruby.

#libsvm#svm-learning#ruby-bindings
Stars279
Forks34
Last commit2 years ago
recheck-web
recheck-webHTML

A Golden Master-based test framework for Selenium that enables deep visual and functional regression testing with unbreakable element identification.

#visual-regression-testing#change-detection#regression-testing
Stars270
Forks43
Last commit
machine learning
machine learningJavaScript

A web interface and REST API for classification and regression using Support Vector Machine (SVM) and Support Vector Regression (SVR) algorithms.

#flask#data-science#rest-api
Stars258
Forks83
Last commit5 years ago
Morpheus
MorpheusJava

A high-performance, type-safe DataFrame library for the JVM enabling large-scale data analysis with parallel processing capabilities.

#scientific-computing#parallel-computing#finance
Stars245
Forks24
Last commit2 years ago
scicloj.ml
scicloj.mlClojure

An idiomatic Clojure machine learning library providing a unified interface for classification, regression, and unsupervised models.

#metamorph#tech-ml-dataset#hyperparameter-optimization
Stars239
Forks15
Last commit8 months ago
scikit-rvm
scikit-rvmPython

A scikit-learn compatible Python implementation of the Relevance Vector Machine for sparse Bayesian learning.

#probabilistic-models#python-library#sparse-models
Stars237
Forks75
Last commit11 months ago
Decision Trees
Decision TreesTypeScript

A Node.js library implementing Decision Tree (ID3/CART), Random Forest, and XGBoost algorithms with TypeScript support and automatic data type detection.

#random-forest#feature-importance#classification
Stars220
Forks45
Last commit
AyeSpy
AyeSpyJavaScript

A high-performance visual regression testing tool that catches UI regressions with fast image comparisons.

#visual-regression-testing#selenium-webdriver#screenshot-comparison
Stars219
Forks12
Last commit9 months ago
DynaML
DynaMLScala

A Scala and JVM machine learning toolbox for research, education, and industry with an interactive REPL and end-to-end pipelines.

#research-tool#apache-spark#scala-library
Stars202
Forks45
Last commit3 years ago
MLKit
MLKitSwift

A simple machine learning framework written in Swift, currently focusing on regression algorithms.

#genetic-algorithms#machine-learning-library#data-science
Stars154
Forks14
Last commit8 years ago
clj-ml
clj-mlClojure

A machine learning library for Clojure built on top of Weka, providing filters, classifiers, regression, and clustering algorithms.

#data-science#classification#weka
Stars134
Forks20
Last commit4 years ago
neural-net-ruby
neural-net-rubyRuby

A lightweight feedforward neural network with resilient backpropagation (Rprop), implemented in pure Ruby with no external dependencies.

#feedforward-network#neural-network#educational
Stars127
Forks16
Last commit9 years ago
xgb
xgbRuby

A Ruby interface to XGBoost, providing high-performance gradient boosting for machine learning tasks.

#data-science#ffi#classification
Stars120
Forks8
Last commit24 days ago
texreg
texregR

Converts R regression model outputs into publication-ready LaTeX or HTML tables for easy model comparison.

#statistical-analysis#reporting#html tables
Stars118
Forks43
Last commit7 months ago
YCML
YCMLObjective-C

A machine learning and optimization framework for Objective-C and Swift, focused on regression and multi-objective evolutionary algorithms.

#ios#neural-network#objective-c
Stars117
Forks20
Last commit9 years ago
RF
RFGo

A parallel Random Forest implementation in Go for classification and regression tasks.

#ensemble-learning#random-forest#parallel-computing
Stars115
Forks42
Last commit12 years ago
emel
emelGleam

A simple and functional machine learning library for Erlang, Elixir, and Gleam projects.

#functional-programming#elixir#ml-library
Stars115
Forks5
Last commit1 year ago
PredictionBuilder
PredictionBuilderPHP

A PHP library for building predictions using linear regression with simple data fitting.

#composer#statistics#php-library
Stars114
Forks13
Last commit1 year ago
GLMNet
GLMNetJulia

A Julia wrapper for fitting Lasso and ElasticNet GLM models using the glmnet Fortran library.

#julia#feature-selection#statistics
Stars105
Forks31
Last commit1 month ago
statsample
statsampleRuby

A comprehensive Ruby suite for performing basic and advanced statistical analysis, including regression, factor analysis, and reliability testing.

#statistics#structural-equation-modeling#anova
Stars100
Forks28
Last commit8 years ago
lightgbm
lightgbmRuby

A Ruby gem providing high-performance gradient boosting with LightGBM for machine learning tasks.

#model-training#data-science#ffi
Stars84
Forks6
Last commit5 days ago
gonet
gonetGo

A Go module implementing multi-layer neural networks for machine learning tasks.

#neural-network#ai-framework#deep-learning
Stars82
Forks9
Last commit6 years ago
liblinear-ruby
liblinear-rubyC++

Ruby interface to LIBLINEAR for machine learning classification and regression tasks using SWIG bindings.

#swig-bindings#data-science#classification
Stars82
Forks7
Last commit7 years ago
libsvm
libsvmGo

A Go port of LIBSVM 3.14, providing support vector machine (SVM) algorithms for classification and regression.

#data-science#classification#go-library
Stars72
Forks11
Last commit10 years ago
liquidSVM
liquidSVMC++

A fast and versatile implementation of support vector machines with integrated hyper-parameter selection and support for multiple learning scenarios.

#quantile-regression#java bindings#spark-integration
Stars71
Forks9
Last commit6 years ago
Clatern
ClaternClojure

A Clojure library providing machine learning algorithms with simple APIs for data preprocessing and modeling.

#random-forest#csv-io#classification
Stars67
Forks12
Last commit11 years ago
cl-random-forest
cl-random-forestCommon Lisp

Random forest in Common Lisp

#random-forest#regression#classifier
Stars60
Forks5
Last commit4 years ago
Mottl/lightgb3-rs
Mottl/lightgb3-rsRust

Rust bindings for LightGBM, enabling gradient boosting for machine learning tasks in Rust.

#data-science#bindings#gpu-acceleration
Stars58
Forks18
Last commit5 months ago
neonrvm
neonrvmC

An open-source machine learning library for regression tasks using the Relevance Vector Machine (RVM) technique.

#c-library#scientific-computing#sparse-bayesian-learning
Stars41
Forks5
Last commit6 years ago
FlexML
FlexMLPython

A flexible AutoML library for Python that automates model selection and hyperparameter tuning for regression and classification tasks.

#hyperparameter-tuning#python-library#data-science
Stars28
Forks6
Last commit6 months ago
catboost-cgo
catboost-cgoC

A Go library using Cgo for blazing fast inference of CatBoost gradient boosting models.

#cgo#deep-learning#catboost
Stars26
Forks2
Last commit4 days ago
PredictionBuilder
PredictionBuilderSwift

A Swift library for building predictions using linear regression with simple API and statistical insights.

#ios#data-science#swift-package-manager
Stars13
Forks2
Last commit10 months ago
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