The Top 119 Regression Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 119 Regression Open Source Projects

Categories > Software Quality > Regression

Ailearning ⭐ 30,555

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Php Ml ⭐ 7,900

PHP-ML - Machine Learning library for PHP

Pytorch Tutorial ⭐ 6,139

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow_cookbook ⭐ 5,939

Code for Tensorflow Machine Learning Cookbook

Smile ⭐ 5,314

Statistical Machine Intelligence & Learning Engine

Machine Learning ⭐ 4,918

⚡️机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Tensorflow Book ⭐ 4,439

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow Tutorial ⭐ 4,057

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Mlpack ⭐ 3,751

mlpack: a scalable C++ machine learning library --

Orange3 ⭐ 2,812

🍊 📊 💡 Orange: Interactive data analysis

Simple Statistics ⭐ 2,620

simple statistics for node & browser javascript

Mathnet Numerics ⭐ 2,565

Math.NET Numerics

Machine Learning With Python ⭐ 1,993

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Math Php ⭐ 1,937

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

Keras Yolo2 ⭐ 1,680

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Machine Learning in R

A high-level machine learning and deep learning library for the PHP language.

Thundersvm ⭐ 1,322

ThunderSVM: A Fast SVM Library on GPUs and CPUs

Dlcv_for_beginners ⭐ 1,278

《深度学习与计算机视觉》配套代码

Mlbox ⭐ 1,232

MLBox is a powerful Automated Machine Learning python library.

Mlj.jl ⭐ 1,141

A Julia machine learning framework

Bayesian Neural Networks ⭐ 1,034

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz

Tribuo - A Java machine learning library

Machine Learning Octave ⭐ 676

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

Alphapy ⭐ 616

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Machine Learning In Action ⭐ 559

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

Moderndive_book ⭐ 554

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Php Ml Examples ⭐ 526

Examples use case of PHP-ML library.

mlr3: Machine Learning in R - next generation

Cranium ⭐ 506

🤖 A portable, header-only, artificial neural network library written in C99

Fsa Net ⭐ 487

[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image

Lightautoml ⭐ 482

LAMA - automatic model creation framework

Linearmodels ⭐ 469

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

Generalized linear models in Julia

Statistical_rethinking_with_brms_ggplot2_and_the_tidyverse ⭐ 360

The bookdown version lives here: https://bookdown.org/content/3890

Collection of various algorithms implemented in R. We're collaborating with the R Discord server community!

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

Tensorflow Resources ⭐ 332

Curated Tensorflow code resources to help you get started with Deep Learning.

Go Deep ⭐ 322

Artificial Neural Network

Regression ⭐ 320

Multivariable regression library in Go

Machine Learning ⭐ 313

Implementation of different ML Algorithms from scratch, written in Python 3.x

Fuku Ml ⭐ 281

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

Correlation ⭐ 243

🔗 Methods for Correlation Analysis

Decisiontree.jl ⭐ 236

Julia implementation of Decision Tree (CART) and Random Forest algorithms

Margins ⭐ 236

An R Port of Stata's 'margins' Command

Recheck Web ⭐ 228

recheck for web apps – change comparison tool with local Golden Masters, Git-like ignore syntax and "Unbreakable Selenium" tests.

Statistical Learning ⭐ 226

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

Peroxide ⭐ 225

Rust numeric library with R, MATLAB & Python syntax

Deep Time Series Prediction ⭐ 225

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Deepfashion ⭐ 223

Apparel detection using deep learning

Imbalanced Regression ⭐ 216

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Morpheus Core ⭐ 210

The foundational library of the Morpheus data science framework

Machine_learning_and_deep_learning ⭐ 209

Image To 3d Bbox ⭐ 204

Build a CNN network to predict 3D bounding box of car from 2D image.

Scala Library/REPL for Machine Learning Research

Uci Ml Api ⭐ 201

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

Data Science Toolkit ⭐ 176

Collection of stats, modeling, and data science tools in Python and R.

Machine_learning ⭐ 170

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

Machine Learning Projects ⭐ 169

This repository consists of all my Machine Learning Projects.

Remixautoml ⭐ 167

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.

Smartcore ⭐ 165

SmartCore is a comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.

A performant visual regression testing tool

100daysofmlcode ⭐ 162

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.

Java Deep Learning Cookbook ⭐ 161

Code for Java Deep Learning Cookbook

Tidyversity ⭐ 160

🎓 Tidy tools for academics

Snape is a convenient artificial dataset generator that wraps sklearn's make_classification and make_regression and then adds in 'realism' features such as complex formating, varying scales, categorical variables, and missing values.

Applied Ml ⭐ 158

Code and Resources for "Applied Machine Learning"

Data Science Portfolio ⭐ 155

A Portfolio of my Data Science Projects

A simple machine learning framework written in Swift 🤖

Fixedeffectmodels.jl ⭐ 146

Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables

Interactive_machine_learning ⭐ 143

IPython widgets, interactive plots, interactive machine learning

Tiny_ml ⭐ 143

numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

Benchmarks ⭐ 141

Comparison tools

Appelpy ⭐ 141

Applied Econometrics Library for Python

Reghdfe ⭐ 140

Linear, IV and GMM Regressions With Any Number of Fixed Effects

Diagnostics for HierArchical Regession Models

Machine_learning_2018 ⭐ 139

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Machine Learning Concepts ⭐ 135

Machine Learning Concepts with Concepts

Ai_all_resources ⭐ 135

A curated list of Best Artificial Intelligence Resources

Mozregression ⭐ 133

Regression range finder for Mozilla nightly builds

The Data Science Workshop ⭐ 133

A New, Interactive Approach to Learning Data Science

Rul Net ⭐ 126

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)

Gpstuff ⭐ 115

GPstuff - Gaussian process models for Bayesian analysis

Machine Learning Algorithms ⭐ 108

A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.

Neuroflow ⭐ 107

Artificial Neural Networks for Scala

Machine Learning Projects ⭐ 101

This repository contains mini projects in machine learning with notebook files

Sru Deeplearning Workshop ⭐ 96

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

A scikit-learn-compatible module for estimating prediction intervals.

Lossfunctions.jl ⭐ 91

Julia package of loss functions for machine learning.

Machine_learning_code ⭐ 91

机器学习与深度学习算法示例

Conversion of R Regression Output to LaTeX or HTML Tables

Pytsetlinmachine ⭐ 90

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, and clause indexing

Tools for developing linear regression models

Lazypredict ⭐ 86

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Gaussian Mixture Regression

Machinelearningalgorithm ⭐ 84

一些常用的机器学习算法实现

1-100 of 119 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210