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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 45,946 18,586 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 28,222 7,945 Updated Jun 25, 2024

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,756 4,107 Updated Nov 12, 2024

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

Jupyter Notebook 16,051 1,367 Updated Sep 7, 2023

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

Jupyter Notebook 10,014 1,579 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), K…

Jupyter Notebook 7,355 2,024 Updated Nov 6, 2025

Code for Tensorflow Machine Learning Cookbook

Jupyter Notebook 6,256 2,398 Updated May 23, 2024

fast.ai Courses

Jupyter Notebook 5,697 2,723 Updated Aug 2, 2024

From the basics to slightly more interesting applications of Tensorflow

Jupyter Notebook 5,667 1,169 Updated Dec 11, 2021

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

Jupyter Notebook 4,202 1,283 Updated Nov 26, 2023

Repo for the Deep Learning Nanodegree Foundations program.

Jupyter Notebook 4,051 4,457 Updated Oct 2, 2023

Content for Udacity's Machine Learning curriculum

Jupyter Notebook 3,994 6,297 Updated Feb 24, 2022

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

Jupyter Notebook 2,307 219 Updated Aug 13, 2019

Principal Component Analysis on music loops

Jupyter Notebook 779 43 Updated May 11, 2017

Food detection and recommendation with deep learning

Jupyter Notebook 285 73 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