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The Top 204 Scikit Learn Open Source Projects

Categories > Machine Learning > Scikit Learn
100 Days Of Ml Code ⭐ 32,086
100 Days of ML Coding
Ailearning ⭐ 29,716
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Pythondatasciencehandbook ⭐ 29,142
Python Data Science Handbook: full text in Jupyter Notebooks
Handson Ml ⭐ 22,821
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 ⭐ 21,069
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.
Virgilio ⭐ 13,042
Your new Mentor for Data Science E-Learning.
Python Machine Learning Book ⭐ 11,194
The "Python Machine Learning (1st edition)" book code repository and info resource
Dive Into Machine Learning ⭐ 10,509
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Onnx ⭐ 10,327
Open standard for machine learning interoperability
Dask ⭐ 8,321
Parallel computing with task scheduling
Tpot ⭐ 8,000
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Mlcourse.ai ⭐ 7,635
Open Machine Learning Course
Python Machine Learning Book 2nd Edition ⭐ 6,297
The "Python Machine Learning (2nd edition)" book code repository and info resource
Featuretools ⭐ 5,559
An open source python library for automated feature engineering
Machinelearning ⭐ 5,421
My blogs and code for machine learning. http://cnblogs.com/pinard
Auto Sklearn ⭐ 5,407
Automated Machine Learning with scikit-learn
Best Of Ml Python ⭐ 5,165
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Onnxruntime ⭐ 4,605
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Sklearn Doc Zh ⭐ 4,214
📖 [译] scikit-learn（sklearn） 中文文档
Pipeline ⭐ 4,108
PipelineAI Kubeflow Distribution
Sktime ⭐ 3,958
A unified framework for machine learning with time series
Skorch ⭐ 3,948
A scikit-learn compatible neural network library that wraps PyTorch
Interpret ⭐ 3,751
Fit interpretable models. Explain blackbox machine learning.
Autogluon ⭐ 3,241
AutoGluon: AutoML for Text, Image, and Tabular Data
Yellowbrick ⭐ 3,225
Visual analysis and diagnostic tools to facilitate machine learning model selection.
Scikit Learn Videos ⭐ 3,120
Jupyter notebooks from the scikit-learn video series
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,767
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 ⭐ 2,744
🍊 📊 💡 Orange: Interactive data analysis
Igel ⭐ 2,634
a delightful machine learning tool that allows you to train, test and use models without writing code
Hummingbird ⭐ 2,407
Hummingbird compiles trained ML models into tensor computation for faster inference.
Eli5 ⭐ 2,358
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Adversarial Robustness Toolbox ⭐ 2,221
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Python Machine Learning Book 3rd Edition ⭐ 2,209
The "Python Machine Learning (3rd edition)" book code repository
Mars ⭐ 2,116
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Scikit Plot ⭐ 2,079
An intuitive library to add plotting functionality to scikit-learn objects.
Ml Workspace ⭐ 1,950
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Machine Learning With Python ⭐ 1,909
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
M2cgen ⭐ 1,796
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies
Practical Machine Learning With Python ⭐ 1,744
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 ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
Pbpython ⭐ 1,604
Code, Notebooks and Examples from Practical Business Python
Auto_ml ⭐ 1,536
[UNMAINTAINED] Automated machine learning for analytics & production
Dat8 ⭐ 1,492
General Assembly's 2015 Data Science course in Washington, DC
Studybook ⭐ 1,490
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Xcessiv ⭐ 1,258
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Scikit Learn Tips ⭐ 1,256
🤖⚡️ 50 scikit-learn tips
Mljar Supervised ⭐ 1,255
Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Mleap ⭐ 1,252
MLeap: Deploy ML Pipelines to Production
Data Science Best Resources ⭐ 1,248
Carefully curated resource links for data science in one place
Modal ⭐ 1,231
A modular active learning framework for Python
Hyperlearn ⭐ 1,210
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Text Analytics With Python ⭐ 1,204
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.
Metric Learn ⭐ 1,145
Metric learning algorithms in Python
Sparkit Learn ⭐ 1,083
PySpark + Scikit-learn = Sparkit-learn
Data Science Complete Tutorial ⭐ 1,060
For extensive instructor led learning
Spark Sklearn ⭐ 1,058
(Deprecated) Scikit-learn integration package for Apache Spark
Sklearn Porter ⭐ 1,037
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
Traingenerator ⭐ 1,003
🧙 A web app to generate template code for machine learning
Machinelearningstocks ⭐ 953
Using python and scikit-learn to make stock predictions
Nolearn ⭐ 942
Combines the ease of use of scikit-learn with the power of Theano/Lasagne
Gplearn ⭐ 930
Genetic Programming in Python, with a scikit-learn inspired API
Otto ⭐ 897
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
Awesome Python Data Science ⭐ 889
Probably the best curated list of data science software in Python.
Kmodes ⭐ 850
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
Machine Learning With Python ⭐ 843
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 ⭐ 766
A curated list of project tutorials for project-based learning.
Scikit Learn Doc Cn ⭐ 721
scikit-learn机器学习库中文文档翻译项目
Windows Machine Learning ⭐ 681
Samples and Tools for Windows ML.
Scikit Multilearn ⭐ 660
A scikit-learn based module for multi-label et. al. classification
Hyperparameter_hunter ⭐ 647
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Prince ⭐ 635
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Hungabunga ⭐ 614
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Scikit Survival ⭐ 594
Survival analysis built on top of scikit-learn
Alphapy ⭐ 588
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Data Science Portfolio ⭐ 580
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Baikal ⭐ 577
A graph-based functional API for building complex scikit-learn pipelines.
Iterative Stratification ⭐ 555
scikit-learn cross validators for iterative stratification of multilabel data
Openscoring ⭐ 545
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
Skll ⭐ 526
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
Scikit Multiflow ⭐ 513
A machine learning package for streaming data in Python. The other ancestor of River.
Scikit Lego ⭐ 498
Extra blocks for scikit-learn pipelines.
Onnxmltools ⭐ 493
ONNXMLTools enables conversion of models to ONNX
Palladium ⭐ 481
Framework for setting up predictive analytics services
Actionai ⭐ 433
custom human activity recognition modules by pose estimation and cascaded inference using sklearn API
Sklearn Bayes ⭐ 432
Python package for Bayesian Machine Learning with scikit-learn API
Giotto Tda ⭐ 428
A high-performance topological machine learning toolbox in Python
Kymatio ⭐ 423
Wavelet scattering transforms in Python with GPU acceleration
Neuraxle ⭐ 413
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
Sktime Dl ⭐ 404
sktime companion package for deep learning based on TensorFlow
Profanity Check ⭐ 374
A fast, robust Python library to check for offensive language in strings.
Deep Learning Wizard ⭐ 369
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Human Learn ⭐ 367
Natural Intelligence is still a pretty good idea.
Libfaceid ⭐ 361
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.
Thesemicolon ⭐ 350
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Grakel ⭐ 349
A scikit-learn compatible library for graph kernels
Autoviz ⭐ 346
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Ecg Classification ⭐ 341
Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database
Code ⭐ 332
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Adam_qas ⭐ 331
ADAM - A Question Answering System. Inspired from IBM Watson
1-100 of 204 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