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21 stars written in Jupyter Notebook
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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 28,472 7,947 Updated Jun 25, 2024

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Jupyter Notebook 10,700 2,671 Updated Apr 16, 2024

Tutorial on scikit-learn and IPython for parallel machine learning

Jupyter Notebook 1,599 591 Updated Oct 4, 2016

Python exercises to practice skills

Jupyter Notebook 535 83 Updated Sep 24, 2018
Jupyter Notebook 483 81 Updated Aug 22, 2023

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Jupyter Notebook 333 161 Updated Apr 25, 2022

This book is geared toward those who already have programming knowledge. It covers topics that include: creation of user interfaces, computer graphics, internet applications, distributed systems, a…

Jupyter Notebook 180 83 Updated Jul 30, 2019
Jupyter Notebook 135 104 Updated Nov 8, 2019

Jupyter notebook presentations with optional code visibility and no ugly elements

Jupyter Notebook 68 25 Updated Apr 20, 2017

Syllabus del curso de Métodos Computacionales Avanzados en Uniandes

Jupyter Notebook 21 18 Updated May 27, 2019

EuroSciPy 2019 Numba Tutorial

Jupyter Notebook 12 7 Updated Sep 2, 2019

Tool to quickly generate Sentinel-1 local incidence angle maps.

Jupyter Notebook 10 1 Updated Oct 1, 2025

A data assimilation experiment with the DALEC ecosystem model

Jupyter Notebook 6 2 Updated Jul 3, 2024

A data assimilation tool for land EO

Jupyter Notebook 6 8 Updated Feb 8, 2017

Photosynthesis modelling practical for UCL's Geography Geogg124 course

Jupyter Notebook 5 Updated Jan 16, 2019

Terrestrial Carbon Community Assimilation System (TCCAS) traning

Jupyter Notebook 2 Updated Sep 22, 2025

Lecture materials for ASPP 2015 in Munich

Jupyter Notebook 2 9 Updated Aug 28, 2017

Scientific Computing

Jupyter Notebook 2 1 Updated Nov 21, 2017

CLIM3001: Modelling the photosynthetic response to environmental conditions

Jupyter Notebook 2 1 Updated Jul 16, 2020

LMU Munich site testcase

Jupyter Notebook 1 Updated Apr 11, 2018

Core setup for uclgeog msc courses

Jupyter Notebook 1 Updated Jul 10, 2020