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.

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

Prodigious Python - Quest for the fun filled adventure of Python

Computational Discovery on Jupyter

VisDepot: An Introductory Resource for Data Visualization

Python Data Science 数据科学

Coding for Economists

Machine Learning, Statistics, and Data Mining for Heliophysics

OpenScope Databook

Computational Models of Human Social Behavior & Neuroscience

The Good Research Code handbook

Earth and Environmental Data Science

NI-edu: fMRI analysis in Python

Introduction to Python Programming

The Data-Sitters Club

NeuroML

10 Lectures on Inverse Problems and Imaging

DartBrains

Guide de bonnes pratiques sur les données de la recherche

$logo$

ML-AI Guide

Python Packages

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

Deep Learning for Particle Physicists

Data Science Process using CRISP-DM

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

Kinetics Toolkit

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

pyhf User Guide and Tutorial

Jupyter Guide to Linear Algebra

Discrete-Event Simulation in Python

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

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

TESS-Atlas

Geospatial Data Science with Earth Engine and Geemap

Topics in Mathematical Biology

Real-Time Digital Signal Processing

Argo Online School

UNIS GNSS Compendium

OpenPifPaf Guide

Exploratory Data Visualization with Altair

Computational Astrophysics

Neural Process Family

Basics of Image Processing

Open Source in Environmental Sustainability

Python For Data Science

NASA VirtualObservatory Notebooks

InterpretML

Scientific Computing for Chemists

Practical Guide to Climate Econometrics

Environmental Data Science Book

Foundations of Data Science with Python

Python Programming for Economics and Finance

GW Parameter Estimation Tutorial

Computational and Inferential Thinking

Chainladder - Actuarial Reserving in Python

Machine Learning Recipe Book

Applying Maths in the Chemical and Biomolecular Sciences

The State of Open Source AI

Algorithms for Automated Driving

Quality Assurance of Code for Analysis and Research

Scikit-learn course

Security Reference Architecture

Aprendendo Físico-Química com auxílio de Phython

Topology in condensed matter: tying quantum knots

Fire Simulation Lecture

Continuous Time Markov Chains

Computational Problem Solving in the Chemical Sciences

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

Primer on Statistics

An interactive meta-analysis of MRI biomarkers of myelin

Quantitative Economics with Python

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

IntroPy: an introductory Python & PsychoPy course

MAT244E Statistics

Learn Python Programming

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

NumPy Tutorials

Python for Materials Engineers

Geographic Data Science with Python

eChem: Computational Chemistry from Laptop to HPC

The FAIR Cookbook

Molecular Simulations

Learn Probability

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Programming Differential Privacy

Introduction to Bioimage Analysis

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

Introduction à la PROgrammation Scientifique

Mathematik für Physikstudierende C

Epidemic modelling: Some notes, maths, and code

NASA Fornax Astrophysics Science Platform Demo Notebooks

Computer Science Lecture

Developing with QIIME 2

Metrology Lecture Book

University of Alabama Libraries Scholarly API Cookbook

Notas de Clases - 2024

genome-sampler Software Documentation

CCD Data Reduction Guide

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

Enhancing Science Courses by Integrating Python (ESCIP)

OK Transformer: Notebooks on ML Engineering and MLOps

Mathematical Methods in Data Science (with Python)

Fuzzing with Fandango

Python Coding for Public Policy

Introducción a la ciencia de datos

ALLCools - single-cell DNA Methylome Analysis Package

Intro to Cultural Analytics

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

Graph Pandas

Introduction to Programming for Engineers

The Data Science Interview Book

Programando la Historia

Simply Logical – Intelligent Reasoning by Example

Show the Physics

Machine Learning for Credit Card Fraud Detection

Modelling, Uncertainty and Data for Engineers

The image analysis field guide

Computational Mechanics

Introduction to Computer Control System interactive exercise book

Explaining neural networks in raw Python

Introduction to Economic Modeling and Data Science

Advanced Quantitative Economics with Python

Network Data Science

PmagPy: An open source package for paleomagnetic data analysis

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

Statistics and Data Science

Solving Partial Differential Equations

Introduction to Data Science

NetworkX Guides

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Understanding Quantitative Finance

NRSurCat-1

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

TensorDiffEq Documentation

Deep Learning for Molecules and Materials

Parallel Techniques Tutorial

UW Data Visualization Curriculum

Callysto Curriculum Notebooks

Neuroimaging Analysis Methods for Naturalistic Data

Introduction to Materials Informatics

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Applied Linear Algebra

Computational Thermodynamics

MalariaGEN Vector Data User Guide

Daisy

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

NiMARE: Neuroimaging Meta-Analysis Research Environment

Beyond the Basics: Mastering Advanced Python