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The Top 23 Scikit Learn Open Source Projects

Open source projects categorized as Scikit Learn
Categories > Machine Learning > Scikit Learn
Scikit Learn ⭐ 55,980
scikit-learn: machine learning in Python
dependent packages 9,755total releases 71most recent commit 7 hours agopypi scikit-learn} Downloads
Ml For Beginners ⭐ 53,637
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 4 days ago
100 Days Of Ml Code ⭐ 41,216
100 Days of ML Coding
most recent commit 3 months ago
Pythondatasciencehandbook ⭐ 39,621
Python Data Science Handbook: full text in Jupyter Notebooks
most recent commit 6 days ago
Ailearning ⭐ 36,435
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
dependent packages 2total releases 8most recent commit 2 months agonpm ailearning} Downloads
Data Science Ipython Notebooks ⭐ 25,242
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 3 months ago
Handson Ml ⭐ 25,030
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 3 months ago
Onnx ⭐ 15,604
Open standard for machine learning interoperability
dependent packages 394total releases 29most recent commit a day agopypi onnx} Downloads
Best Of Ml Python ⭐ 14,484
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit a day ago
Virgilio ⭐ 13,456
Your new Mentor for Data Science E-Learning.
most recent commit a year ago
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit a year ago
Dask ⭐ 11,411
Parallel computing with task scheduling
dependent packages 947total releases 175most recent commit a day agopypi dask} Downloads
Onnxruntime ⭐ 10,475
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 59total releases 34most recent commit 6 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Tpot ⭐ 9,213
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 20total releases 61most recent commit 23 days agopypi TPOT} Downloads
Mlcourse.ai ⭐ 8,803
Open Machine Learning Course
most recent commit 4 months ago
Auto Sklearn ⭐ 7,143
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42most recent commit 4 days agopypi auto-sklearn} Downloads
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50most recent commit 16 hours agopypi sktime} Downloads
Featuretools ⭐ 6,802
An open source python library for automated feature engineering
dependent packages 39total releases 102most recent commit 3 days agopypi featuretools} Downloads
Autogluon ⭐ 6,247
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043most recent commit 2 days agopypi autogluon.core} Downloads
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 3 years ago
Interpret ⭐ 5,673
Fit interpretable models. Explain blackbox machine learning.
dependent packages 27total releases 44most recent commit a month agopypi interpret} Downloads
Skorch ⭐ 5,313
A scikit-learn compatible neural network library that wraps PyTorch
dependent packages 33total releases 18most recent commit 22 days agopypi skorch} Downloads
Sklearn Doc Zh ⭐ 4,928
📖 [译] scikit-learn（sklearn） 中文文档
dependent packages 1total releases 3most recent commit 2 months agonpm sklearn-doc-zh} Downloads
The 10 Most Depended On Scikit Learn Open Source Projects
Scikit Learn ⭐ 55,980
scikit-learn: machine learning in Python
dependent packages 9,755total releases 71latest release June 30, 2023most recent commit 7 hours agopypi scikit-learn} Downloads
Dask ⭐ 11,411
Parallel computing with task scheduling
dependent packages 947total releases 175latest release July 20, 2023most recent commit a day agopypi dask} Downloads
Onnx ⭐ 15,604
Open standard for machine learning interoperability
dependent packages 394total releases 29latest release May 04, 2023most recent commit a day agopypi onnx} Downloads
Scikit Optimize ⭐ 2,654
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 176total releases 19latest release October 12, 2021most recent commit 14 days agopypi scikit-optimize} Downloads
Feature_engine ⭐ 1,531
Feature engineering package with sklearn like functionality
dependent packages 68total releases 37latest release November 22, 2022most recent commit 8 days agopypi feature-engine} Downloads
Onnxruntime ⭐ 10,475
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 59total releases 34latest release June 16, 2023most recent commit 6 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Yellowbrick ⭐ 4,048
Visual analysis and diagnostic tools to facilitate machine learning model selection.
dependent packages 48total releases 24latest release August 21, 2022most recent commit 2 months agopypi yellowbrick} Downloads
Scikit Plot ⭐ 2,277
An intuitive library to add plotting functionality to scikit-learn objects.
dependent packages 46total releases 27latest release August 19, 2018most recent commit 8 months agopypi scikit-plot} Downloads
Orange3 ⭐ 4,276
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 42total releases 60latest release December 13, 2022most recent commit 7 hours agopypi Orange3} Downloads
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50latest release July 20, 2023most recent commit 16 hours agopypi sktime} Downloads
The 10 Latest Releases In Scikit Learn Open Source Projects
Prince ⭐ 1,071
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
dependent packages 6total releases 58latest release September 12, 2023most recent commit 17 days agopypi prince} Downloads
Imodels ⭐ 1,175
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 43latest release August 22, 2023most recent commit 5 days agopypi imodels} Downloads
Flaml ⭐ 2,855
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 8total releases 88latest release August 15, 2023most recent commit 14 hours agopypi FLAML} Downloads
Autogluon ⭐ 6,247
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit 2 days agopypi autogluon.core} Downloads
Interpret ⭐ 5,673
Fit interpretable models. Explain blackbox machine learning.
dependent packages 27total releases 44latest release August 05, 2023most recent commit a month agopypi interpret} Downloads
Featuretools ⭐ 6,802
An open source python library for automated feature engineering
dependent packages 39total releases 102latest release July 24, 2023most recent commit 3 days agopypi featuretools} Downloads
Scikit Learn Intelex ⭐ 1,047
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 17total releases 21latest release July 21, 2023most recent commit 8 hours agopypi scikit-learn-intelex} Downloads
Dask ⭐ 11,411
Parallel computing with task scheduling
dependent packages 947total releases 175latest release July 20, 2023most recent commit a day agopypi dask} Downloads
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50latest release July 20, 2023most recent commit 16 hours agopypi sktime} Downloads
Scikit Learn ⭐ 55,980
scikit-learn: machine learning in Python
dependent packages 9,755total releases 71latest release June 30, 2023most recent commit 7 hours agopypi scikit-learn} Downloads
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