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20 stars written in Jupyter Notebook
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This is a repo with links to everything you'd ever want to learn about data engineering

Jupyter Notebook 38,544 7,416 Updated Oct 29, 2025

Companion webpage to the book "Mathematics For Machine Learning"

Jupyter Notebook 14,726 2,662 Updated Mar 13, 2025

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Jupyter Notebook 4,404 2,115 Updated Nov 20, 2024

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Jupyter Notebook 2,358 1,661 Updated Mar 31, 2024

Getting started with soccer analytics

Jupyter Notebook 1,634 214 Updated May 26, 2024

A benchmark dataset for data-driven weather forecasting

Jupyter Notebook 796 175 Updated Dec 8, 2023

Real numbers, data science and chaos: How to fit any dataset with a single parameter

Jupyter Notebook 647 59 Updated Nov 22, 2022

A virtual lab of LLM agents for science research

Jupyter Notebook 536 141 Updated Aug 2, 2025

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

Jupyter Notebook 511 169 Updated Mar 25, 2023

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @…

Jupyter Notebook 442 57 Updated Aug 21, 2024

Statistics Tutorial for IT Operations Engineers

Jupyter Notebook 429 65 Updated Oct 15, 2023

虾神的Python示例代码库

Jupyter Notebook 310 180 Updated Sep 14, 2023

Learning Data Science, a textbook.

Jupyter Notebook 261 91 Updated Jul 8, 2025

Colorise Anime/Manga Sketches with DeOldify

Jupyter Notebook 205 33 Updated Apr 3, 2024

Pytorch implementation of Conditional-GAN (CGAN)

Jupyter Notebook 51 10 Updated Jul 27, 2022

Thermodynamically Explainable Representations of AI and other black-box Paradigms

Jupyter Notebook 33 5 Updated Nov 3, 2024

Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Comprehensive Review"

Jupyter Notebook 30 7 Updated Jul 20, 2023

Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School

Jupyter Notebook 25 22 Updated Jul 26, 2022
Jupyter Notebook 12 3 Updated May 24, 2021

Original ESMValTool code used to produce IPCC figures. This repository will be made public shortly after the publication of the IPCC report

Jupyter Notebook 4 6 Updated Apr 5, 2022