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The Top 1,317 Regression Open Source Projects on Github

Categories > Software Quality > Regression
Ailearning ⭐ 31,087
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Tensorflow_cookbook ⭐ 5,953
Code for Tensorflow Machine Learning Cookbook
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Smile ⭐ 5,402
Statistical Machine Intelligence & Learning Engine
Pycaret ⭐ 4,464
An open-source, low-code machine learning library in Python
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Machine Learning ⭐ 4,387
⚡️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 Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
Mlpack ⭐ 3,847
mlpack: a scalable C++ machine learning library --
Orange3 ⭐ 3,130
🍊 📊 💡 Orange: Interactive data analysis
Alink ⭐ 2,901
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Mathnet Numerics ⭐ 2,670
Math.NET Numerics
Simple Statistics ⭐ 2,661
simple statistics for node & browser javascript
Machine Learning With Python ⭐ 2,139
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Math Php ⭐ 1,993
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 ⭐ 1,671
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).
Mlr ⭐ 1,536
Machine Learning in R
Ml ⭐ 1,486
A high-level machine learning and deep learning library for the PHP language.
Tsai ⭐ 1,308
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Thundersvm ⭐ 1,307
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Mlj.jl ⭐ 1,229
A Julia machine learning framework
Dlcv_for_beginners ⭐ 1,151
《深度学习与计算机视觉》配套代码
Tensorly ⭐ 1,125
TensorLy: Tensor Learning in Python.
Tribuo ⭐ 989
Tribuo - A Java machine learning library
Owl ⭐ 957
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Beautifulalgorithms.jl ⭐ 908
Concise and beautiful algorithms written in Julia
Orbit ⭐ 821
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Lightautoml ⭐ 641
LAMA - automatic model creation framework
Alphapy ⭐ 641
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Mlr3 ⭐ 582
mlr3: Machine Learning in R - next generation
Machine Learning Octave ⭐ 581
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
Moderndive_book ⭐ 576
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Bayesian Neural Networks ⭐ 554
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Php Ml Examples ⭐ 525
Examples use case of PHP-ML library.
Linearmodels ⭐ 502
Add linear models including instrumental variable and panel data models that are missing from statsmodels.
Cranium ⭐ 480
🤖 A portable, header-only, artificial neural network library written in C99
Fsa Net ⭐ 472
[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
Glm.jl ⭐ 417
Generalized linear models in Julia
R ⭐ 365
Collection of various algorithms implemented in R.
Statistical_rethinking_with_brms_ggplot2_and_the_tidyverse ⭐ 352
The bookdown version lives here: https://bookdown.org/content/3890
Srmd ⭐ 345
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Tensorflow Resources ⭐ 327
Curated Tensorflow code resources to help you get started with Deep Learning.
Imbalanced Regression ⭐ 318
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
Correlation ⭐ 288
🔗 Methods for Correlation Analysis
Regression ⭐ 278
Multivariable regression library in Go
Fuku Ml ⭐ 278
Simple machine learning library / 簡單易用的機器學習套件
Go Deep ⭐ 265
Artificial Neural Network
Lazypredict ⭐ 245
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
Decisiontree.jl ⭐ 244
Julia implementation of Decision Tree (CART) and Random Forest algorithms
Recheck Web ⭐ 233
recheck for web apps – change comparison tool with local Golden Masters, Git-like ignore syntax and "Unbreakable Selenium" tests.
Margins ⭐ 228
An R Port of Stata's 'margins' Command
Machine_learning_and_deep_learning ⭐ 226
Peroxide ⭐ 216
Rust numeric library with R, MATLAB & Python syntax
Res Loglikelihood Regression ⭐ 214
Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral
Statistical Learning ⭐ 206
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
Dynaml ⭐ 197
Scala Library/REPL for Machine Learning Research
100daysofmlcode ⭐ 195
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍
Deepfashion ⭐ 193
Apparel detection using deep learning
Uci Ml Api ⭐ 189
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Smartcore ⭐ 187
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.
Morpheus Core ⭐ 186
The foundational library of the Morpheus data science framework
Glow ⭐ 183
An open-source toolkit for large-scale genomic analysis
Image To 3d Bbox ⭐ 177
Build a CNN network to predict 3D bounding box of car from 2D image.
Remixautoml ⭐ 175
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
Machine Learning ⭐ 166
Implementation of different ML Algorithms from scratch, written in Python 3.x
Deep Time Series Prediction ⭐ 165
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Datascience_artificialintelligence_utils ⭐ 165
Examples of Data Science projects and Artificial Intelligence use cases
Machine_learning ⭐ 164
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
Ayespy ⭐ 164
A performant visual regression testing tool
Data Science Toolkit ⭐ 164
Collection of stats, modeling, and data science tools in Python and R.
Machine Learning Projects ⭐ 163
This repository contains mini projects in machine learning with notebook files
Machine Learning Projects ⭐ 163
This repository consists of all my Machine Learning Projects.
Mapie ⭐ 160
A scikit-learn-compatible module for estimating prediction intervals.
Fixedeffectmodels.jl ⭐ 158
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
Reghdfe ⭐ 153
Linear, IV and GMM Regressions With Any Number of Fixed Effects
Snape ⭐ 151
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.
Java Deep Learning Cookbook ⭐ 150
Code for Java Deep Learning Cookbook
Tidyversity ⭐ 150
🎓 Tidy tools for academics
Ai_all_resources ⭐ 148
A curated list of Best Artificial Intelligence Resources
Machine_learning_2018 ⭐ 146
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
Applied Ml ⭐ 145
Code and Resources for "Applied Machine Learning"
Dharma ⭐ 144
Diagnostics for HierArchical Regession Models
Mlkit ⭐ 142
A simple machine learning framework written in Swift 🤖
Mozregression ⭐ 137
Regression range finder for Mozilla nightly builds
Tiny_ml ⭐ 137
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
Interactive_machine_learning ⭐ 132
IPython widgets, interactive plots, interactive machine learning
Data Science Portfolio ⭐ 125
A Portfolio of my Data Science Projects
Appelpy ⭐ 124
Applied Econometrics Library for Python
Benchmarks ⭐ 123
Comparison tools
The Data Science Workshop ⭐ 120
A New, Interactive Approach to Learning Data Science
Gpstuff ⭐ 120
GPstuff - Gaussian process models for Bayesian analysis
Machine Learning ⭐ 120
This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.
Mugshot ⭐ 119
Framework independent visual testing library
Ycml ⭐ 118
A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)
Machine Learning Algorithms ⭐ 107
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Ibm Data Science Professional Certification ⭐ 106
Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.
Universal_head_3dmm ⭐ 106
This is a Project Page of 'Towards a complete 3D morphable model of the human head'
Neuroflow ⭐ 106
Artificial Neural Networks for Scala
Sru Deeplearning Workshop ⭐ 105
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
1-100 of 1,317 projects

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Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
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Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
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Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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