Jupyter Notebook scikit-learn

Open-source Jupyter Notebook projects categorized as scikit-learn

Top 23 Jupyter Notebook scikit-learn Projects

scikit-learn
  1. PythonDataScienceHandbook

    Python Data Science Handbook: full text in Jupyter Notebooks

  2. Sevalla

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  3. handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

    Project mention: 🚀 20 Must-Know GitHub Repositories for Developers in 2025! | dev.to | 2025-03-08

    1️⃣1️⃣ Practical Machine Learning 📈 📌 https://github.com/ageron/handson-ml Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow.

  4. python-machine-learning-book

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

  5. tpot

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

  6. skorch

    A scikit-learn compatible neural network library that wraps PyTorch

  7. machine_learning_complete

    A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

  8. python-machine-learning-book-3rd-edition

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

  9. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  10. machine-learning-book

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

  11. FLAML

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

  12. jetson-containers

    Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

  13. ML-Workspace

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

  14. dtreeviz

    A python library for decision tree visualization and model interpretation.

    Project mention: Climbing trees 1: what are decision trees? | news.ycombinator.com | 2025-05-18
  15. eli5

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

  16. hyperlearn

    2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

    Project mention: 10 Open Source AI Tools Every Developer Should Know | dev.to | 2025-07-28

    Unsloth AI is designed to optimize large language model fine-tuning on modest hardware. It leverages efficient training algorithms to allow even GPUs with 24GB VRAM, like consumer-grade cards, to fine-tune models such as Llama 3 without massive resource demands or overheating risks.

  17. imodels

    Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

    Project mention: PiML: Python Interpretable Machine Learning Toolbox | news.ycombinator.com | 2024-11-05

    [2] https://github.com/csinva/imodels/issues/129

  18. code

    Compilation of R and Python programming codes on the Data Professor YouTube channel. (by dataprofessor)

  19. human-learn

    Natural Intelligence is still a pretty good idea.

  20. linear-tree

    A python library to build Model Trees with Linear Models at the leaves.

  21. bert-sklearn

    a sklearn wrapper for Google's BERT model

  22. feature-engineering-tutorials

    Data Science Feature Engineering and Selection Tutorials

  23. WallStreetBets_BigDataAnalysis

    Research project aimed to classify the best stock research posts from r/WallStreetBets for you. 😏

  24. converse

    Conversational text Analysis using various NLP techniques

  25. fake-news

    Building a fake news detector from initial ideation to model deployment

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source scikit-learn projects in Jupyter Notebook? This list will help you:

# Project Stars
1 PythonDataScienceHandbook 44,761
2 handson-ml 25,462
3 python-machine-learning-book 12,489
4 tpot 9,970
5 skorch 6,109
6 machine_learning_complete 4,856
7 python-machine-learning-book-3rd-edition 4,852
8 machine-learning-book 4,558
9 FLAML 4,200
10 jetson-containers 3,692
11 ML-Workspace 3,508
12 dtreeviz 3,090
13 eli5 2,775
14 hyperlearn 2,262
15 imodels 1,490
16 code 984
17 human-learn 816
18 linear-tree 377
19 bert-sklearn 300
20 feature-engineering-tutorials 286
21 WallStreetBets_BigDataAnalysis 182
22 converse 180
23 fake-news 156

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