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.

Computational Astrophysics

Explaining neural networks in raw Python

An interactive meta-analysis of MRI biomarkers of myelin

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

The Good Research Code handbook

GW Parameter Estimation Tutorial

Graph Pandas

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

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

Geospatial Data Science with Earth Engine and Geemap

TESS-Atlas

PmagPy: An open source package for paleomagnetic data analysis

Simply Logical – Intelligent Reasoning by Example

InterpretML

Prodigious Python - Quest for the fun filled adventure of Python

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

Introduction to Bioimage Analysis

Modelling, Uncertainty and Data for Engineers

University of Alabama Libraries Scholarly API Cookbook

genome-sampler Software Documentation

Computational Problem Solving in the Chemical Sciences

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Primer on Statistics

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

Computational Models of Human Social Behavior & Neuroscience

10 Lectures on Inverse Problems and Imaging

Learn Python Programming

Quantitative Economics with Python

Practical Guide to Climate Econometrics

Mathematical Methods in Data Science (with Python)

Deep Learning for Molecules and Materials

TensorDiffEq Documentation

Advanced Quantitative Economics with Python

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Python Data Science 数据科学

Developing with QIIME 2

Basics of Image Processing

Molecular Simulations

Neural Process Family

Applying Maths in the Chemical and Biomolecular Sciences

MAT244E Statistics

Discrete-Event Simulation in Python

Open Source in Environmental Sustainability

Quality Assurance of Code for Analysis and Research

Topics in Mathematical Biology

NASA Fornax Astrophysics Science Platform Demo Notebooks

Network Data Science

Programando la Historia

Aprendendo Físico-Química com auxílio de Phython

Applied Linear Algebra

Show the Physics

Environmental Data Science Book

DartBrains

Computational Mechanics

Metrology Lecture Book

NiMARE: Neuroimaging Meta-Analysis Research Environment

Fuzzing with Fandango

Scientific Computing for Chemists

The Data-Sitters Club

Argo Online School

Python For Data Science

Enhancing Science Courses by Integrating Python (ESCIP)

Introduction to Materials Informatics

Coding for Economists

NeuroML

Continuous Time Markov Chains

Epidemic modelling: Some notes, maths, and code

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

CCD Data Reduction Guide

Machine Learning, Statistics, and Data Mining for Heliophysics

Computer Science Lecture

Machine Learning for Credit Card Fraud Detection

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

Introduction to Programming for Engineers

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Guide de bonnes pratiques sur les données de la recherche

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NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Notas de Clases - 2024

Earth and Environmental Data Science

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

Kinetics Toolkit

Introduction to Economic Modeling and Data Science

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

Chainladder - Actuarial Reserving in Python

Beyond the Basics: Mastering Advanced Python

NI-edu: fMRI analysis in Python

ML-AI Guide

VisDepot: An Introductory Resource for Data Visualization

NumPy Tutorials

Understanding Quantitative Finance

Geographic Data Science with Python

Deep Learning for Particle Physicists

UNIS GNSS Compendium

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

ALLCools - single-cell DNA Methylome Analysis Package

The State of Open Source AI

MalariaGEN Vector Data User Guide

Foundations of Data Science with Python

Learn Probability

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

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

Algorithms for Automated Driving

OpenPifPaf Guide

NetworkX Guides

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

NASA VirtualObservatory Notebooks

Introduction to Data Science

Mathematik für Physikstudierende C

IntroPy: an introductory Python & PsychoPy course

Jupyter Guide to Linear Algebra

Introduction to Python Programming

Statistics and Data Science

The FAIR Cookbook

Solving Partial Differential Equations

Introducción a la ciencia de datos

Computational Thermodynamics

OK Transformer: Notebooks on ML Engineering and MLOps

Neuroimaging Analysis Methods for Naturalistic Data

Topology in condensed matter: tying quantum knots

OpenScope Databook

Python Programming for Economics and Finance

Daisy

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

Computational Discovery on Jupyter

Parallel Techniques Tutorial

Python for Materials Engineers

Python Coding for Public Policy

Machine Learning Recipe Book

NRSurCat-1

The Data Science Interview Book

Introduction à la PROgrammation Scientifique

Computational and Inferential Thinking

Scikit-learn course

Fire Simulation Lecture

Exploratory Data Visualization with Altair

Introduction to Computer Control System interactive exercise book

Security Reference Architecture

Intro to Cultural Analytics

Real-Time Digital Signal Processing

pyhf User Guide and Tutorial

The image analysis field guide

Python Packages

Callysto Curriculum Notebooks

UW Data Visualization Curriculum

Programming Differential Privacy

Data Science Process using CRISP-DM

eChem: Computational Chemistry from Laptop to HPC