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Starred repositories

22 stars written in Jupyter Notebook
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Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 47,098 18,790 Updated Jun 26, 2024

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 28,454 7,932 Updated Jun 25, 2024

๐Ÿค– Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 24,382 4,166 Updated Nov 23, 2025

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: ๐Ÿ‡บ๐Ÿ‡ธ ๐Ÿ‡จ๐Ÿ‡ณ ๐Ÿ‡ฏ๐Ÿ‡ต ๐Ÿ‡ฎ๐Ÿ‡น ๐Ÿ‡ฐ๐Ÿ‡ท ๐Ÿ‡ท๐Ÿ‡บ ๐Ÿ‡ง๐Ÿ‡ท ๐Ÿ‡ช๐Ÿ‡ธ

Jupyter Notebook 16,187 1,386 Updated Sep 7, 2023

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

Jupyter Notebook 10,049 1,566 Updated Sep 11, 2025

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), Kโ€ฆ

Jupyter Notebook 7,518 2,031 Updated Mar 24, 2026

Code for Tensorflow Machine Learning Cookbook

Jupyter Notebook 6,247 2,380 Updated May 23, 2024

fast.ai Courses

Jupyter Notebook 5,728 2,700 Updated Aug 2, 2024

From the basics to slightly more interesting applications of Tensorflow

Jupyter Notebook 5,668 1,165 Updated Dec 11, 2021

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

Jupyter Notebook 4,218 1,279 Updated Nov 26, 2023

Repo for the Deep Learning Nanodegree Foundations program.

Jupyter Notebook 4,060 4,435 Updated Oct 2, 2023

Content for Udacity's Machine Learning curriculum

Jupyter Notebook 4,023 6,270 Updated Feb 24, 2022

A clear, concise, simple yet powerful and efficient API for deep learning.

Jupyter Notebook 2,304 219 Updated Jan 14, 2026

Principal Component Analysis on music loops

Jupyter Notebook 780 43 Updated May 11, 2017

Food detection and recommendation with deep learning

Jupyter Notebook 288 74 Updated Mar 1, 2023

Visual Perception Stack For Self-Driving Cars

Jupyter Notebook 21 12 Updated Sep 14, 2019

My collection of Data Science and Machine Learning notes and Jupyter notebooks

Jupyter Notebook 6 3 Updated Mar 30, 2019

Traffic Management Project - Understanding travel demand and travel patterns within the city.

Jupyter Notebook 5 2 Updated Jun 17, 2019

Projects & Classwork

Jupyter Notebook 2 Updated Mar 19, 2017

Estimating HVC action potential parameters using monte carlo markov chains

Jupyter Notebook 2 1 Updated Jan 13, 2018

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Jupyter Notebook 2 Updated Jul 29, 2019
Jupyter Notebook 1 Updated Aug 30, 2017