The Top 213 Scikit Learn 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 213 Scikit Learn Open Source Projects

Categories > Machine Learning > Scikit Learn

100 Days Of Ml Code ⭐ 32,563

100 Days of ML Coding

Ailearning ⭐ 30,512

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

Pythondatasciencehandbook ⭐ 30,231

Python Data Science Handbook: full text in Jupyter Notebooks

Handson Ml ⭐ 23,138

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Data Science Ipython Notebooks ⭐ 21,366

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Ml For Beginners ⭐ 13,493

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

Virgilio ⭐ 13,099

Your new Mentor for Data Science E-Learning.

Python Machine Learning Book ⭐ 11,270

The "Python Machine Learning (1st edition)" book code repository and info resource

Onnx ⭐ 11,013

Open standard for machine learning interoperability

Dive Into Machine Learning ⭐ 10,635

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

Parallel computing with task scheduling

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Mlcourse.ai ⭐ 7,746

Open Machine Learning Course

Python Machine Learning Book 2nd Edition ⭐ 6,342

The "Python Machine Learning (2nd edition)" book code repository and info resource

Featuretools ⭐ 5,645

An open source python library for automated feature engineering

Machinelearning ⭐ 5,599

My blogs and code for machine learning. http://cnblogs.com/pinard

Auto Sklearn ⭐ 5,544

Automated Machine Learning with scikit-learn

Best Of Ml Python ⭐ 5,503

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Onnxruntime ⭐ 4,933

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Sklearn Doc Zh ⭐ 4,314

📖 [译] scikit-learn（sklearn）中文文档

Sktime ⭐ 4,266

A unified framework for machine learning with time series

Pipeline ⭐ 4,113

PipelineAI Kubeflow Distribution

Skorch ⭐ 4,051

A scikit-learn compatible neural network library that wraps PyTorch

Interpret ⭐ 3,956

Fit interpretable models. Explain blackbox machine learning.

Autogluon ⭐ 3,482

AutoGluon: AutoML for Text, Image, and Tabular Data

Yellowbrick ⭐ 3,295

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Scikit Learn Videos ⭐ 3,154

Jupyter notebooks from the scikit-learn video series

a delightful machine learning tool that allows you to train, test, and use models without writing code

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,843

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Orange3 ⭐ 2,810

🍊 📊 💡 Orange: Interactive data analysis

Hummingbird ⭐ 2,520

Hummingbird compiles trained ML models into tensor computation for faster inference.

Python Machine Learning Book 3rd Edition ⭐ 2,419

The "Python Machine Learning (3rd edition)" book code repository

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.

Scikit Plot ⭐ 2,112

An intuitive library to add plotting functionality to scikit-learn objects.

Ml Workspace ⭐ 2,069

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Machine Learning With Python ⭐ 1,993

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

M2cgen ⭐ 1,832

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Practical Machine Learning With Python ⭐ 1,778

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Python Cheat Sheet ⭐ 1,722

Python Cheat Sheet NumPy, Matplotlib

Pbpython ⭐ 1,649

Code, Notebooks and Examples from Practical Business Python

Auto_ml ⭐ 1,546

[UNMAINTAINED] Automated machine learning for analytics & production

Studybook ⭐ 1,515

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

General Assembly's 2015 Data Science course in Washington, DC

Mljar Supervised ⭐ 1,403

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀

Data Science Best Resources ⭐ 1,359

Carefully curated resource links for data science in one place

Modal ⭐ 1,328

A modular active learning framework for Python

Scikit Learn Tips ⭐ 1,298

🤖⚡️ 50 scikit-learn tips

Mleap ⭐ 1,272

MLeap: Deploy ML Pipelines to Production

Xcessiv ⭐ 1,257

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

Text Analytics With Python ⭐ 1,248

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Hyperlearn ⭐ 1,209

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

Metric Learn ⭐ 1,147

Metric learning algorithms in Python

Sparkit Learn ⭐ 1,096

PySpark + Scikit-learn = Sparkit-learn

Data Science Complete Tutorial ⭐ 1,084

For extensive instructor led learning

Sklearn Porter ⭐ 1,067

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

Spark Sklearn ⭐ 1,057

(Deprecated) Scikit-learn integration package for Apache Spark

Traingenerator ⭐ 1,041

🧙 A web app to generate template code for machine learning

Machinelearningstocks ⭐ 1,005

Using python and scikit-learn to make stock predictions

Gplearn ⭐ 976

Genetic Programming in Python, with a scikit-learn inspired API

Awesome Python Data Science ⭐ 955

Probably the best curated list of data science software in Python.

Nolearn ⭐ 941

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

Machine Learning With Python ⭐ 871

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

Projectlearn Project Based Learning ⭐ 859

A curated list of project tutorials for project-based learning.

Scikit Learn Doc Cn ⭐ 722

scikit-learn机器学习库中文文档翻译项目

Windows Machine Learning ⭐ 713

Samples and Tools for Windows ML.

Scikit Multilearn ⭐ 667

A scikit-learn based module for multi-label et. al. classification

👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)

Hyperparameter_hunter ⭐ 657

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Scikit Survival ⭐ 636

Survival analysis built on top of scikit-learn

Data Science Portfolio ⭐ 628

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

Hungabunga ⭐ 625

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

Alphapy ⭐ 615

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

A graph-based functional API for building complex scikit-learn pipelines.

Iterative Stratification ⭐ 577

scikit-learn cross validators for iterative stratification of multilabel data

Openscoring ⭐ 549

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

Scikit Lego ⭐ 548

Extra blocks for scikit-learn pipelines.

Scikit Multiflow ⭐ 533

A machine learning package for streaming data in Python. The other ancestor of River.

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

Onnxmltools ⭐ 519

ONNXMLTools enables conversion of models to ONNX

Palladium ⭐ 479

Framework for setting up predictive analytics services

Human Learn ⭐ 476

Natural Intelligence is still a pretty good idea.

Actionai ⭐ 469

custom human activity recognition modules by pose estimation and cascaded inference using sklearn API

Giotto Tda ⭐ 453

A high-performance topological machine learning toolbox in Python

Kymatio ⭐ 440

Wavelet scattering transforms in Python with GPU acceleration

Sklearn Bayes ⭐ 436

Python package for Bayesian Machine Learning with scikit-learn API

Sktime Dl ⭐ 436

sktime companion package for deep learning based on TensorFlow

Neuraxle ⭐ 431

A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

Machinejs ⭐ 412

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

Deep Learning Wizard ⭐ 407

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Autoviz ⭐ 397

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Profanity Check ⭐ 387

A fast, robust Python library to check for offensive language in strings.

Libfaceid ⭐ 367

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

A scikit-learn compatible library for graph kernels

Ecg Classification ⭐ 356

Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database

Thesemicolon ⭐ 351

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Adam_qas ⭐ 340

ADAM - A Question Answering System. Inspired from IBM Watson

1-100 of 213 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