Awesome Open Source
Awesome Open Source
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regression x
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Web User Interface 📦 210

The Top 103 Regression Open Source Projects

Categories > Software Quality > Regression
Ailearning ⭐ 29,034
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
Tensorflow_cookbook ⭐ 5,833
Code for Tensorflow Machine Learning Cookbook
Pytorch Tutorial ⭐ 5,715
Build your neural network easy and fast, 莫烦Python中文教学
Smile ⭐ 5,171
Statistical Machine Intelligence & Learning Engine
Tensorflow Book ⭐ 4,427
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Tensorflow Tutorial ⭐ 3,951
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
Machine Learning ⭐ 3,794
⚡️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
Mlpack ⭐ 3,574
mlpack: a scalable C++ machine learning library --
Orange3 ⭐ 2,638
🍊 📊 💡 Orange: Interactive data analysis
Simple Statistics ⭐ 2,532
simple statistics for node & browser javascript
Mathnet Numerics ⭐ 2,429
Math.NET Numerics
Math Php ⭐ 1,845
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
Machine Learning With Python ⭐ 1,786
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Keras Yolo2 ⭐ 1,663
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 ⭐ 1,468
Machine Learning in R
Thundersvm ⭐ 1,274
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Ml ⭐ 1,260
A high-level machine learning and deep learning library for the PHP language.
Dlcv_for_beginners ⭐ 1,241
《深度学习与计算机视觉》配套代码
Mlbox ⭐ 1,194
MLBox is a powerful Automated Machine Learning python library.
Mlj.jl ⭐ 974
A Julia machine learning framework
Owl ⭐ 916
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Bayesian Neural Networks ⭐ 880
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Tribuo ⭐ 844
Tribuo - A Java machine learning library
Machine Learning Octave ⭐ 634
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
Alphapy ⭐ 556
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Machine Learning In Action ⭐ 527
⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀
Php Ml Examples ⭐ 526
Examples use case of PHP-ML library.
Moderndive_book ⭐ 523
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Cranium ⭐ 499
🤖 A portable, header-only, artificial neural network library written in C99
Fsa Net ⭐ 461
[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
Mlr3 ⭐ 452
mlr3: Machine Learning in R - next generation
Linearmodels ⭐ 399
Add linear models including instrumental variable and panel data models that are missing from statsmodels.
Lazypredict ⭐ 390
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
Glm.jl ⭐ 352
Generalized linear models in Julia
Statistical_rethinking_with_brms_ggplot2_and_the_tidyverse ⭐ 348
The bookdown version lives here: https://bookdown.org/content/3890
Srmd ⭐ 333
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Tensorflow Resources ⭐ 329
Curated Tensorflow code resources to help you get started with Deep Learning.
Go Deep ⭐ 302
Artificial Neural Network
Regression ⭐ 300
Multivariable regression library in Go
R ⭐ 288
All Algorithms implemented in R
Fuku Ml ⭐ 282
Simple machine learning library / 簡單易用的機器學習套件
Margins ⭐ 225
An R Port of Stata's 'margins' Command
Statistical Learning ⭐ 222
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
Recheck Web ⭐ 221
recheck for web apps – change comparison tool with local Golden Masters, Git-like ignore syntax and "Unbreakable Selenium" tests.
Deepfashion ⭐ 220
Apparel detection using deep learning
Morpheus Core ⭐ 202
The foundational library of the Morpheus data science framework
Image To 3d Bbox ⭐ 198
Build a CNN network to predict 3D bounding box of car from 2D image.
Dynaml ⭐ 195
Scala Library/REPL for Machine Learning Research
Correlation ⭐ 193
🔗 Methods for Correlation Analysis
Uci Ml Api ⭐ 188
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Peroxide ⭐ 187
Rust numeric library with R, MATLAB & Python syntax
Lightautoml ⭐ 184
LAMA - automatic model creation framework
Deep Time Series Prediction ⭐ 175
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Data Science Toolkit ⭐ 169
Collection of stats, modeling, and data science tools in Python and R.
Machine_learning ⭐ 163
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
Remixautoml ⭐ 156
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Snape ⭐ 155
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.
Tidyversity ⭐ 155
🎓 Tidy tools for academics
Applied Ml ⭐ 155
Code and Resources for "Applied Machine Learning"
Java Deep Learning Cookbook ⭐ 154
Code for Java Deep Learning Cookbook
Ayespy ⭐ 150
A performant visual regression testing tool
Data Science Portfolio ⭐ 148
A Portfolio of my Data Science Projects
Mlkit ⭐ 144
A simple machine learning framework written in Swift 🤖
100daysofmlcode ⭐ 144
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.
Interactive_machine_learning ⭐ 140
IPython widgets, interactive plots, interactive machine learning
Benchmarks ⭐ 138
Comparison tools
Appelpy ⭐ 136
Applied Econometrics Library for Python
Machine Learning Concepts ⭐ 134
Machine Learning Concepts with Concepts
Reghdfe ⭐ 131
Linear, IV and GMM Regressions With Any Number of Fixed Effects
Fixedeffectmodels.jl ⭐ 130
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
Tiny_ml ⭐ 128
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
Machine Learning Projects ⭐ 127
This repository consists of all my Machine Learning Projects.
Mozregression ⭐ 125
Regression range finder for Mozilla nightly builds
Dharma ⭐ 122
Diagnostics for HierArchical Regession Models
The Data Science Workshop ⭐ 122
A New, Interactive Approach to Learning Data Science
Ycml ⭐ 118
A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)
Rul Net ⭐ 110
Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine
Neuroflow ⭐ 105
Artificial Neural Networks for Scala
Gpstuff ⭐ 104
GPstuff - Gaussian process models for Bayesian analysis
Machine Learning Algorithms ⭐ 90
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Lossfunctions.jl ⭐ 89
Julia package of loss functions for machine learning.
Olsrr ⭐ 88
Tools for developing linear regression models
Machine_learning_code ⭐ 88
机器学习与深度学习算法示例
Texreg ⭐ 85
Conversion of R Regression Output to LaTeX or HTML Tables
Machinelearningalgorithm ⭐ 84
一些常用的机器学习算法实现
Openml R ⭐ 81
R package to interface with OpenML
Gaussianprocesses ⭐ 78
Python3 project applying Gaussian process regression for forecasting stock trends
Pytsetlinmachine ⭐ 78
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
Anticipy ⭐ 71
A Python library for time series forecasting
Metriculous ⭐ 71
Measure and visualize machine learning model performance without the usual boilerplate.
Sru Deeplearning Workshop ⭐ 66
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Neuralnetplayground ⭐ 60
A MATLAB implementation of the TensorFlow Neural Networks Playground seen on http://playground.tensorflow.org/
Dana ⭐ 46
Test/benchmark regression and comparison system with dashboard
Maml Tf ⭐ 44
Tensorflow Implementation of MAML
Machine Learning From Scratch ⭐ 41
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Chemometricstools.jl ⭐ 38
A collection of tools for chemometrics and machine learning written in Julia.
Yannl ⭐ 37
Yet another neural network library
The Deep Learning With Keras Workshop ⭐ 32
An Interactive Approach to Understanding Deep Learning with Keras
Deep_learning_projects ⭐ 28
1-100 of 103 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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