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The Top 201 Scikit Learn Open Source Projects

Categories > Machine Learning > Scikit Learn
100 Days Of Ml Code ⭐ 31,617
100 Days of ML Coding
Ailearning ⭐ 29,014
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Pythondatasciencehandbook ⭐ 28,215
Python Data Science Handbook: full text in Jupyter Notebooks
Handson Ml ⭐ 22,369
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 ⭐ 20,275
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 ⭐ 12,981
Your new Mentor for Data Science E-Learning.
Python Machine Learning Book ⭐ 11,090
The "Python Machine Learning (1st edition)" book code repository and info resource
Dive Into Machine Learning ⭐ 10,390
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Onnx ⭐ 9,827
Open standard for machine learning interoperability
Dask ⭐ 7,968
Parallel computing with task scheduling
Tpot ⭐ 7,854
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Mlcourse.ai ⭐ 7,486
Open Machine Learning Course
Python Machine Learning Book 2nd Edition ⭐ 6,228
The "Python Machine Learning (2nd edition)" book code repository and info resource
Featuretools ⭐ 5,424
An open source python library for automated feature engineering
Auto Sklearn ⭐ 5,235
Automated Machine Learning with scikit-learn
Machinelearning ⭐ 5,182
My blogs and code for machine learning. http://cnblogs.com/pinard
Best Of Ml Python ⭐ 4,260
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Onnxruntime ⭐ 4,120
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Pipeline ⭐ 4,108
PipelineAI Kubeflow Distribution
Sklearn Doc Zh ⭐ 4,087
📖 [译] scikit-learn（sklearn） 中文文档
Skorch ⭐ 3,794
A scikit-learn compatible neural network library that wraps PyTorch
Sktime ⭐ 3,650
A unified framework for machine learning with time series
Interpret ⭐ 3,501
Fit interpretable models. Explain blackbox machine learning.
Yellowbrick ⭐ 3,111
Visual analysis and diagnostic tools to facilitate machine learning model selection.
Scikit Learn Videos ⭐ 3,068
Jupyter notebooks from the scikit-learn video series
Autogluon ⭐ 3,010
AutoGluon: AutoML for Text, Image, and Tabular Data
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,689
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 ⭐ 2,636
🍊 📊 💡 Orange: Interactive data analysis
Igel ⭐ 2,588
a delightful machine learning tool that allows you to train, test and use models without writing code
Eli5 ⭐ 2,301
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Hummingbird ⭐ 2,285
Hummingbird compiles trained ML models into tensor computation for faster inference.
Mars ⭐ 2,050
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Scikit Plot ⭐ 2,037
An intuitive library to add plotting functionality to scikit-learn objects.
Adversarial Robustness Toolbox ⭐ 2,029
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Python Machine Learning Book 3rd Edition ⭐ 1,990
The "Python Machine Learning (3rd edition)" book code repository
Machine Learning With Python ⭐ 1,783
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Ml Workspace ⭐ 1,759
🛠 All-in-one web-based IDE specialized for machine learning and data science.
M2cgen ⭐ 1,756
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies
Python Cheat Sheet ⭐ 1,705
Python Cheat Sheet NumPy, Matplotlib
Practical Machine Learning With Python ⭐ 1,689
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.
Pbpython ⭐ 1,531
Code, Notebooks and Examples from Practical Business Python
Auto_ml ⭐ 1,519
[UNMAINTAINED] Automated machine learning for analytics & production
Dat8 ⭐ 1,485
General Assembly's 2015 Data Science course in Washington, DC
Studybook ⭐ 1,443
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Xcessiv ⭐ 1,255
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Mleap ⭐ 1,220
MLeap: Deploy ML Pipelines to Production
Hyperlearn ⭐ 1,201
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Scikit Learn Tips ⭐ 1,191
🤖⚡️ scikit-learn tips
Metric Learn ⭐ 1,115
Metric learning algorithms in Python
Text Analytics With Python ⭐ 1,115
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.
Modal ⭐ 1,111
A modular active learning framework for Python
Data Science Best Resources ⭐ 1,084
Carefully curated resource links for data science in one place
Sparkit Learn ⭐ 1,063
PySpark + Scikit-learn = Sparkit-learn
Spark Sklearn ⭐ 1,055
(Deprecated) Scikit-learn integration package for Apache Spark
Data Science Complete Tutorial ⭐ 1,018
For extensive instructor led learning
Sklearn Porter ⭐ 999
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
Nolearn ⭐ 940
Combines the ease of use of scikit-learn with the power of Theano/Lasagne
Traingenerator ⭐ 929
🧙 A web app to generate template code for machine learning
Mljar Supervised ⭐ 914
Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Gplearn ⭐ 909
Genetic Programming in Python, with a scikit-learn inspired API
Otto ⭐ 891
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
Machinelearningstocks ⭐ 879
Using python and scikit-learn to make stock predictions
Kmodes ⭐ 816
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
Awesome Python Data Science ⭐ 796
Probably the best curated list of data science software in Python.
Machine Learning With Python ⭐ 796
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
Scikit Learn Doc Cn ⭐ 720
scikit-learn机器学习库中文文档翻译项目
Projectlearn Project Based Learning ⭐ 673
A curated list of project tutorials for project-based learning.
Windows Machine Learning ⭐ 656
Samples and Tools for Windows ML.
Hyperparameter_hunter ⭐ 643
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Scikit Multilearn ⭐ 634
A scikit-learn based module for multi-label et. al. classification
Hungabunga ⭐ 611
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Prince ⭐ 574
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Baikal ⭐ 572
A graph-based functional API for building complex scikit-learn pipelines.
Alphapy ⭐ 556
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Data Science Portfolio ⭐ 551
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Openscoring ⭐ 533
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
Skll ⭐ 521
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
Scikit Survival ⭐ 518
Survival analysis built on top of scikit-learn
Iterative Stratification ⭐ 517
scikit-learn cross validators for iterative stratification of multilabel data
Palladium ⭐ 481
Framework for setting up predictive analytics services
Scikit Multiflow ⭐ 480
A machine learning package for streaming data in Python. The other ancestor of River.
Onnxmltools ⭐ 467
ONNXMLTools enables conversion of models to ONNX
Scikit Lego ⭐ 430
Extra blocks for scikit-learn pipelines.
Sklearn Bayes ⭐ 420
Python package for Bayesian Machine Learning with scikit-learn API
Machinejs ⭐ 411
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
Actionai ⭐ 388
custom human activity recognition modules by pose estimation and cascaded inference using sklearn API
Kymatio ⭐ 383
Wavelet scattering transforms in Python with GPU acceleration
Neuraxle ⭐ 374
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.
Giotto Tda ⭐ 374
A high-performance topological machine learning toolbox in Python
Sktime Dl ⭐ 366
sktime companion package for deep learning based on TensorFlow
Libfaceid ⭐ 351
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.
Profanity Check ⭐ 351
A fast, robust Python library to check for offensive language in strings.
Thesemicolon ⭐ 345
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Deep Learning Wizard ⭐ 341
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Adam_qas ⭐ 330
ADAM - A Question Answering System. Inspired from IBM Watson
Grakel ⭐ 327
A scikit-learn compatible library for graph kernels
Winerama Recommender Tutorial ⭐ 326
A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.
Ecg Classification ⭐ 323
Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database
Machine Learning Python ⭐ 315
機器學習: Python
Human Learn ⭐ 313
Natural Intelligence is still a pretty good idea.
1-100 of 201 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