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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
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Advertising
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📦 192
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📦 78
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📦 73
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📦 113
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📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
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📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
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📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
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📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
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📦 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