Gallery of Jupyter Books

Gallery of Jupyter Books#

This is a gallery of Jupyter Books built from across the community. If you’d like to add your book to this list, simply add an entry to this gallery.yml file and open a Pull Request to add it.

eChem: Computational Chemistry from Laptop to HPC

Algorithms for Automated Driving

10 Lectures on Inverse Problems and Imaging

UW Data Visualization Curriculum

Quality Assurance of Code for Analysis and Research

Guide de bonnes pratiques sur les données de la recherche

$logo$

Introducción a la ciencia de datos

Make Use of Data: Data Science Notes

Enhancing Science Courses by Integrating Python (ESCIP)

Data Science Process using CRISP-DM

Advanced Quantitative Economics with Python

Computational Mechanics

Neuroimaging Analysis Methods for Naturalistic Data

Exploratory Data Visualization with Altair

Scientific Computing for Chemists

Learn Python Programming

Jupyter Guide to Linear Algebra

VisDepot: An Introductory Resource for Data Visualization

Computational Discovery on Jupyter

ALLCools - single-cell DNA Methylome Analysis Package

An interactive meta-analysis of MRI biomarkers of myelin

Inefficient Networks: Notebooks on MLOps and ML Engineering

Simply Logical – Intelligent Reasoning by Example

Geographic Data Science with Python

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Neural Process Family

Python For Data Science

Deep Learning for Molecules and Materials

Explaining neural networks in raw Python

Programming Differential Privacy

Statistics and Data Science

NiMARE: Neuroimaging Meta-Analysis Research Environment

Music Classification: Beyond Supervised Learning, Towards Real-world Applications

Development Data Partnership

Chainladder - Actuarial Reserving in Python

Basics of Image Processing

The Data-Sitters Club

Quantitative Economics with Python

NI-edu: fMRI analysis in Python

Python Packages

Coding for Economists

Prodigious Python - Quest for the fun filled adventure of Python

The FAIR Cookbook

The Good Research Code handbook

Data Science for Finance

Introduction to Bioimage Analysis

MalariaGEN Vector Data User Guide

Epidemic modelling: Some notes, maths, and code

Continuous Time Markov Chains

Introduction to Economic Modeling and Data Science

Deep Learning for Particle Physicists

Scikit-learn course

PVSC pvlib python Tutorial

Practical Guide to Climate Econometrics

Earth and Environmental Data Science

Introduction à la PROgrammation Scientifique

Python Programming for Economics and Finance

Network Data Science

Argo Online School

MAT244E Statistics

Classifying 19th Century British Library books using Crowdsourcing and Machine Learning

Intro to Cultural Analytics

Apuntes del Curso Introducción a Big Data

Computational Models of Human Social Behavior & Neuroscience

Machine Learning for Credit Card Fraud Detection

Solving Partial Differential Equations

An Introduction to Applied Bioinformatics

IntroPy: an introductory Python & PsychoPy course

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Mathematik für Physikstudierende C

Computational Thermodynamics

Pythia Foundations -- A community learning resource for Python-based computing in the geosciences

CCD Data Reduction Guide

Applying Maths in the Chemical and Biomolecular Sciences

Python 101

DartBrains

TensorDiffEq Documentation

Topology in condensed matter: tying quantum knots

Graph Pandas

Introduction to Materials Informatics

ML-AI Guide

OpenPifPaf Guide

Callysto Curriculum Notebooks

The Turing Way: A guide to reproducible, ethical, inclusive and collaborative data science

genome-sampler Software Documentation

Primer on Statistics

Computational and Inferential Thinking

The Data Science Interview Book

Foundations of Data Science with Python

Machine Learning, Statistics, and Data Mining for Heliophysics

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

pyhf User Guide and Tutorial