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The Top 2,399 Scikit Learn Open Source Projects

Categories > Machine Learning > Scikit Learn
Scikit Learn ⭐ 50,992
scikit-learn: machine learning in Python
dependent packages 6,722total releases 63most recent commit 3 hours agopypi scikit-learn} Downloads
Ml For Beginners ⭐ 40,014
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 4 days ago
100 Days Of Ml Code ⭐ 38,017
100 Days of ML Coding
most recent commit 14 days ago
Pythondatasciencehandbook ⭐ 35,290
Python Data Science Handbook: full text in Jupyter Notebooks
most recent commit 15 days ago
Ailearning ⭐ 33,569
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit a month ago
Handson Ml ⭐ 24,529
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 2 months ago
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 4 months ago
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 14 days ago
Onnx ⭐ 13,031
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Best Of Ml Python ⭐ 11,311
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit a year ago
Dive Into Machine Learning ⭐ 10,980
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
most recent commit 2 months ago
Dask ⭐ 10,190
Parallel computing with task scheduling
dependent packages 709total releases 147most recent commit 12 hours agopypi dask} Downloads
Tpot ⭐ 8,659
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 10 days agopypi TPOT} Downloads
Mlcourse.ai ⭐ 8,255
Open Machine Learning Course
most recent commit a month ago
Onnxruntime ⭐ 7,292
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 27total releases 24most recent commit 2 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Auto Sklearn ⭐ 6,418
Automated Machine Learning with scikit-learn
dependent packages 15total releases 41most recent commit 2 hours agopypi auto-sklearn} Downloads
Featuretools ⭐ 6,292
An open source python library for automated feature engineering
dependent packages 29total releases 85most recent commit 2 hours agopypi featuretools} Downloads
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
Sktime ⭐ 5,600
A unified framework for machine learning with time series
dependent packages 26total releases 27most recent commit 3 hours agopypi sktime} Downloads
Interpret ⭐ 4,885
Fit interpretable models. Explain blackbox machine learning.
dependent packages 15total releases 37most recent commit 3 days agopypi interpret} Downloads
Autogluon ⭐ 4,694
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 12total releases 645most recent commit 2 hours agopypi autogluon.core} Downloads
Sklearn Doc Zh ⭐ 4,680
📖 [译] scikit-learn（sklearn） 中文文档
total releases 3most recent commit a month ago
Skorch ⭐ 4,601
A scikit-learn compatible neural network library that wraps PyTorch
dependent packages 20total releases 14most recent commit 4 days agopypi skorch} Downloads
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
total releases 85most recent commit 2 years ago
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 3 years ago
Yellowbrick ⭐ 3,695
Visual analysis and diagnostic tools to facilitate machine learning model selection.
dependent packages 31total releases 23most recent commit 17 hours agopypi yellowbrick} Downloads
Orange3 ⭐ 3,614
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 8 hours agopypi Orange3} Downloads
Skflow ⭐ 3,211
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
most recent commit a year ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit a year ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,147
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.
most recent commit 10 days ago
Python Machine Learning Book 3rd Edition ⭐ 3,086
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 4 months ago
Hummingbird ⭐ 2,978
Hummingbird compiles trained ML models into tensor computation for faster inference.
total releases 16most recent commit 3 days ago
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit 6 months ago
Machine_learning_complete ⭐ 2,885
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 10 days ago
Mars ⭐ 2,465
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 115most recent commit 8 hours agopypi pymars} Downloads
Eli5 ⭐ 2,385
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit a year ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 9 months ago
Scikit Optimize ⭐ 2,247
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 94total releases 19most recent commit 8 months agopypi scikit-optimize} Downloads
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 7 months ago
Dtreeviz ⭐ 2,159
A python library for decision tree visualization and model interpretation.
dependent packages 12total releases 30most recent commit 15 days agopypi dtreeviz} Downloads
M2cgen ⭐ 2,157
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
dependent packages 3total releases 13most recent commit a day agopypi m2cgen} Downloads
Scikit Plot ⭐ 2,121
An intuitive library to add plotting functionality to scikit-learn objects.
dependent packages 13total releases 27most recent commit a year agopypi scikit-plot} Downloads
Mljar Supervised ⭐ 1,995
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 76most recent commit 7 days agopypi mljar-supervised} Downloads
Flaml ⭐ 1,991
A fast library for AutoML and tuning.
dependent packages 4total releases 65most recent commit 13 hours agopypi FLAML} Downloads
Data Science Best Resources ⭐ 1,968
Carefully curated resource links for data science in one place
most recent commit 14 days ago
Python Cheat Sheet ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
most recent commit 2 years ago
Hypertools ⭐ 1,693
A Python toolbox for gaining geometric insights into high-dimensional data
dependent packages 1total releases 21most recent commit 6 months agopypi hypertools} Downloads
Modal ⭐ 1,592
A modular active learning framework for Python
dependent packages 4total releases 12most recent commit 6 months agopypi modAL} Downloads
Practical Machine Learning With Python ⭐ 1,586
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.
most recent commit 2 years ago
Parallel_ml_tutorial ⭐ 1,529
Tutorial on scikit-learn and IPython for parallel machine learning
most recent commit 6 years ago
Awesome Python Data Science ⭐ 1,452
Probably the best curated list of data science software in Python.
most recent commit 10 days ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 6 years ago
Scikit Learn Tips ⭐ 1,393
🤖⚡️ 50 scikit-learn tips
most recent commit 9 months ago
Mleap ⭐ 1,392
MLeap: Deploy ML Pipelines to Production
dependent packages 12total releases 26most recent commit a month ago
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit a month ago
Projectlearn Project Based Learning ⭐ 1,251
A curated list of project tutorials for project-based learning.
most recent commit 18 days ago
Metric Learn ⭐ 1,244
Metric learning algorithms in Python
dependent packages 2total releases 9most recent commit 2 months agopypi metric-learn} Downloads
Xcessiv ⭐ 1,232
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
total releases 34most recent commit 4 years ago
Data Science Complete Tutorial ⭐ 1,225
For extensive instructor led learning
most recent commit 7 months ago
Hands On Machine Learning ⭐ 1,201
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 2 years ago
Traingenerator ⭐ 1,184
🧙 A web app to generate template code for machine learning
most recent commit a month ago
Gplearn ⭐ 1,170
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 3total releases 7most recent commit 4 days agopypi gplearn} Downloads
Sklearn Porter ⭐ 1,150
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
total releases 20most recent commit 3 months ago
Machine Learning With Python ⭐ 1,098
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
most recent commit a month ago
Text Analytics With Python ⭐ 1,073
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.
most recent commit 2 years ago
Sparkit Learn ⭐ 1,054
PySpark + Scikit-learn = Sparkit-learn
total releases 13most recent commit 2 years ago
Kmodes ⭐ 1,045
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
dependent packages 13total releases 16most recent commit 2 months agopypi kmodes} Downloads
Spark Sklearn ⭐ 1,039
(Deprecated) Scikit-learn integration package for Apache Spark
total releases 8most recent commit 3 years ago
Machine Learning Book ⭐ 1,035
Code Repository for Machine Learning with PyTorch and Scikit-Learn
most recent commit 20 hours ago
Feature_engine ⭐ 969
Feature engineering package with sklearn like functionality
dependent packages 74total releases 32most recent commit 2 days agopypi feature-engine} Downloads
Nolearn ⭐ 939
Combines the ease of use of scikit-learn with the power of Theano/Lasagne
dependent packages 2total releases 10most recent commit 3 years agopypi nolearn} Downloads
Otto ⭐ 910
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
most recent commit 6 months ago
Imodels ⭐ 875
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 2total releases 26most recent commit 4 days agopypi imodels} Downloads
Scikit Lego ⭐ 854
Extra blocks for scikit-learn pipelines.
total releases 18most recent commit 11 days ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 2 years ago
Windows Machine Learning ⭐ 847
Samples and Tools for Windows ML.
most recent commit 10 days ago
Autoviz ⭐ 824
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages 6total releases 52most recent commit 21 days agopypi autoviz} Downloads
Scikit Survival ⭐ 794
Survival analysis built on top of scikit-learn
dependent packages 7total releases 21most recent commit 8 days agopypi scikit-survival} Downloads
Scikit Multilearn ⭐ 758
A scikit-learn based module for multi-label et. al. classification
most recent commit a month ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Scikit Learn Intelex ⭐ 746
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 6total releases 11most recent commit 3 days agopypi scikit-learn-intelex} Downloads
Prince ⭐ 741
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
dependent packages 2total releases 41most recent commit 7 months agopypi prince} Downloads
Data Science Portfolio ⭐ 722
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
most recent commit 6 months ago
Scikit Learn Mooc ⭐ 713
Machine learning in Python with scikit-learn MOOC
most recent commit 17 days ago
Scikit Learn Doc Cn ⭐ 711
scikit-learn机器学习库中文文档翻译项目
most recent commit 3 years ago
Onnxmltools ⭐ 660
ONNXMLTools enables conversion of models to ONNX
dependent packages 24total releases 21most recent commit a month agopypi onnxmltools} Downloads
Iterative Stratification ⭐ 650
scikit-learn cross validators for iterative stratification of multilabel data
dependent packages 3total releases 6most recent commit 2 months agopypi iterative-stratification} Downloads
Sklearn Deap ⭐ 649
Use evolutionary algorithms instead of gridsearch in scikit-learn
total releases 13most recent commit a year ago
Jetson Containers ⭐ 641
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
most recent commit 20 days ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
dependent packages 1total releases 16most recent commit 2 years agopypi hyperparameter-hunter} Downloads
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
most recent commit 2 years ago
Sklearn2pmml ⭐ 610
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 5total releases 101most recent commit 22 days agopypi sklearn2pmml} Downloads
Giotto Tda ⭐ 595
A high-performance topological machine learning toolbox in Python
dependent packages 2total releases 10most recent commit 5 days agopypi giotto-tda} Downloads
Python Tutorial ⭐ 575
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数
most recent commit 6 months ago
Baikal ⭐ 573
A graph-based functional API for building complex scikit-learn pipelines.
dependent packages 1total releases 7most recent commit a year agopypi baikal} Downloads
Openscoring ⭐ 562
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
dependent packages 1total releases 34most recent commit 6 months ago
Kymatio ⭐ 548
Wavelet scattering transforms in Python with GPU acceleration
dependent packages 2total releases 6most recent commit 6 days agopypi kymatio} Downloads
Scikit Multiflow ⭐ 545
A machine learning package for streaming data in Python. The other ancestor of River.
total releases 7most recent commit a year ago
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