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15 stars written in Jupyter Notebook
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The "Python Machine Learning (1st edition)" book code repository and info resource

Jupyter Notebook 12,176 4,393 Updated Apr 1, 2024

Recipes for using Python's pandas library

Jupyter Notebook 6,552 2,309 Updated Oct 28, 2023

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Jupyter Notebook 6,015 2,047 Updated Jun 21, 2023

Simple tutorials using Google's TensorFlow Framework

Jupyter Notebook 5,996 1,519 Updated Aug 20, 2023

A course in reinforcement learning in the wild

Jupyter Notebook 5,813 1,679 Updated May 12, 2024

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

Jupyter Notebook 4,115 1,288 Updated Nov 26, 2023

Introduction to Deep Neural Networks with Keras and Tensorflow

Jupyter Notebook 2,938 1,270 Updated Jul 25, 2023

Official content for Harvard CS109

Jupyter Notebook 1,756 1,587 Updated Dec 21, 2022

General Assembly's 2015 Data Science course in Washington, DC

Jupyter Notebook 1,598 1,065 Updated Jun 5, 2024

A few exercises for use at events.

Jupyter Notebook 1,454 682 Updated Apr 27, 2021

Resources for "Natural Language Processing" Coursera course.

Jupyter Notebook 1,168 1,961 Updated Dec 21, 2022

Materials for my Pycon 2015 scikit-learn tutorial.

Jupyter Notebook 890 580 Updated Oct 2, 2020

Resources for "Introduction to Deep Learning" course.

Jupyter Notebook 758 721 Updated Sep 9, 2020

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

Jupyter Notebook 731 309 Updated Apr 16, 2021
Jupyter Notebook 31 5 Updated Dec 26, 2022