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.

Security Reference Architecture

The State of Open Source AI

AstroML Interactive Book – Statistics, Data Mining, and Machine Learning in Astronomy

The Data-Sitters Club

Chainladder - Actuarial Reserving in Python

Computational Models of Human Social Behavior & Neuroscience

Fire Simulation Lecture

Learn Python Programming

Statistics and Data Science

Molecular Simulations

Real-Time Digital Signal Processing

Simply Logical – Intelligent Reasoning by Example

Beyond the Basics: Mastering Advanced Python

10 Lectures on Inverse Problems and Imaging

Computational Discovery on Jupyter

The Data Science Interview Book

NRSurCat-1

Deep Learning for Particle Physicists

Python For Data Science

Python Programming for Economics and Finance

IntroPy: an introductory Python & PsychoPy course

Scientific Computing for Chemists

Computational Astrophysics

Enhancing Science Courses by Integrating Python (ESCIP)

OpenPifPaf Guide

University of Alabama Libraries Scholarly API Cookbook

The image analysis field guide

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Geospatial Data Science with Earth Engine and Geemap

NeuroML

Geo-Structure-from-Motion (Geo-SfM) Course

Computational Problem Solving in the Chemical Sciences

NASA Fornax Astrophysics Science Platform Demo Notebooks

Discrete-Event Simulation in Python

Learn Probability

eChem: Computational Chemistry from Laptop to HPC

Hands-on Network Machine Learning with Scikit-Learn and Graspologic

Mathematik für Physikstudierende C

Python Data Science 数据科学

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

NASA VirtualObservatory Notebooks

Introduction to Programming for Engineers

TensorDiffEq Documentation

Python Packages

Foundations of Data Science with Python

Introducción a Big Data. Apuntes de análisis de datos y ML

Geographic Data Science with Python

Computational Thermodynamics

Network Data Science

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

Neural Process Family

GW Parameter Estimation Tutorial

Argo Online School

Daisy

Programando la Historia

Deep Learning for Molecules and Materials

The FAIR Cookbook

Parallel Techniques Tutorial

Introduction to Python Programming

PmagPy: An open source package for paleomagnetic data analysis

Quantitative Economics with Python

NumPy Tutorials

Python Coding for Public Policy

Neuroimaging Analysis Methods for Naturalistic Data

Introduction to Bioimage Analysis

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

VisDepot: An Introductory Resource for Data Visualization

Python for Materials Engineers

Environmental Data Science Book

Quality Assurance of Code for Analysis and Research

Modelling, Uncertainty and Data for Engineers

Solving Partial Differential Equations

Understanding Quantitative Finance

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Introduction to Computer Control System interactive exercise book

Introduction to Economic Modeling and Data Science

Developing with QIIME 2

Kinetics Toolkit

OpenScope Databook

Introduction to Materials Informatics

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

ML-AI Guide

Topology in condensed matter: tying quantum knots

Computational Mechanics

Introduction to Data Science

HPX - The C++ Standard Library for Concurrency and Parallelism

Guide de bonnes pratiques sur les données de la recherche

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Topics in Mathematical Biology

NI-edu: fMRI analysis in Python

Programming Differential Privacy

UNIS GNSS Compendium

Earth and Environmental Data Science

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Open Source in Environmental Sustainability

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Applying Maths in the Chemical and Biomolecular Sciences

Taming LLMs: A Practical Guide to LLM Pitfalls with Open Source Software

OK Transformer: Notebooks on ML Engineering and MLOps

Basics of Image Processing

Intro to Cultural Analytics

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

Primer on Statistics

Explaining neural networks in raw Python

Introduction à la PROgrammation Scientifique

Unraveling Hidden Patterns of Brain Activity: A Journey Through Hemodynamic Deconvolution in Functional MRI

Machine Learning Recipe Book

ALLCools - single-cell DNA Methylome Analysis Package

Continuous Time Markov Chains

Prodigious Python - Quest for the fun filled adventure of Python

Aprendendo Físico-Química com auxílio de Phython

UW Data Visualization Curriculum

Computational and Inferential Thinking

pyhf User Guide and Tutorial

Data Science Process using CRISP-DM

NetworkX Guides

Machine Learning for Credit Card Fraud Detection

Coding for Economists

genome-sampler Software Documentation

An interactive meta-analysis of MRI biomarkers of myelin

Advanced Quantitative Economics with Python

CCD Data Reduction Guide

TESS-Atlas

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Python Programming And Numerical Methods: A Guide For Engineers And Scientists

Algorithms for Automated Driving

Notas de Clases - 2024

DartBrains

Show the Physics

Jupyter Guide to Linear Algebra

InterpretML

Introducción a la ciencia de datos

MalariaGEN Vector Data User Guide

MAT244E Statistics

Machine Learning, Statistics, and Data Mining for Heliophysics

The Good Research Code handbook

Exploratory Data Visualization with Altair

Epidemic modelling: Some notes, maths, and code

Applied Linear Algebra

Callysto Curriculum Notebooks

Mathematical Methods in Data Science (with Python)

Metrology Lecture Book

Fuzzing with Fandango

Computer Science Lecture

Graph Pandas

Scikit-learn course

NiMARE: Neuroimaging Meta-Analysis Research Environment

Practical Guide to Climate Econometrics