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.

Fuzzing with Fandango

Python Packages

NiMARE: Neuroimaging Meta-Analysis Research Environment

Callysto Curriculum Notebooks

Neuroimaging Analysis Methods for Naturalistic Data

TESS-Atlas

NumPy Tutorials

Learn Probability

Machine Learning Recipe Book

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Argo Online School

Graph Pandas

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Python Programming for Economics and Finance

Computational Astrophysics

UNIS GNSS Compendium

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

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

Network Data Science

Coding for Economists

Computational Mechanics

Chainladder - Actuarial Reserving in Python

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

Jupyter Guide to Linear Algebra

University of Alabama Libraries Scholarly API Cookbook

Developing with QIIME 2

Introduction to Materials Informatics

Solving Partial Differential Equations

Mathematik für Physikstudierende C

OpenPifPaf Guide

Topology in condensed matter: tying quantum knots

NRSurCat-1

The State of Open Source AI

Statistics and Data Science

Advanced Quantitative Economics with Python

Continuous Time Markov Chains

ML-AI Guide

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

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

Primer on Statistics

Computational Problem Solving in the Chemical Sciences

Basics of Image Processing

Understanding Quantitative Finance

Prodigious Python - Quest for the fun filled adventure of Python

Fire Simulation Lecture

InterpretML

The Data Science Interview Book

Python Coding for Public Policy

The Data-Sitters Club

Introduction to Bioimage Analysis

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

Show the Physics

Molecular Simulations

Applying Maths in the Chemical and Biomolecular Sciences

Computational Discovery on Jupyter

Scikit-learn course

Geospatial Data Science with Earth Engine and Geemap

eChem: Computational Chemistry from Laptop to HPC

Computer Science Lecture

The image analysis field guide

Simply Logical – Intelligent Reasoning by Example

Introduction to Python Programming

Scientific Computing for Chemists

Data Science Process using CRISP-DM

NetworkX Guides

Quantitative Economics with Python

Python For Data Science

Guide de bonnes pratiques sur les données de la recherche

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

Topics in Mathematical Biology

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

VisDepot: An Introductory Resource for Data Visualization

Environmental Data Science Book

Mathematical Methods in Data Science (with Python)

OpenScope Databook

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

Quality Assurance of Code for Analysis and Research

Introducción a la ciencia de datos

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

IntroPy: an introductory Python & PsychoPy course

Practical Guide to Climate Econometrics

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Modelling, Uncertainty and Data for Engineers

Machine Learning, Statistics, and Data Mining for Heliophysics

Programando la Historia

Intro to Cultural Analytics

Daisy

Python Data Science 数据科学

genome-sampler Software Documentation

UW Data Visualization Curriculum

NASA Fornax Astrophysics Science Platform Demo Notebooks

10 Lectures on Inverse Problems and Imaging

TensorDiffEq Documentation

Real-Time Digital Signal Processing

Earth and Environmental Data Science

Introduction to Computer Control System interactive exercise book

GW Parameter Estimation Tutorial

Python for Materials Engineers

Programming Differential Privacy

Epidemic modelling: Some notes, maths, and code

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

Notas de Clases - 2024

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

Computational Thermodynamics

MAT244E Statistics

Computational and Inferential Thinking

Foundations of Data Science with Python

DartBrains

Security Reference Architecture

Beyond the Basics: Mastering Advanced Python

Deep Learning for Particle Physicists

OK Transformer: Notebooks on ML Engineering and MLOps

Open Source in Environmental Sustainability

Discrete-Event Simulation in Python

Explaining neural networks in raw Python

Introduction à la PROgrammation Scientifique

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

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

CCD Data Reduction Guide

Algorithms for Automated Driving

Introduction to Data Science

Introduction to Programming for Engineers

MalariaGEN Vector Data User Guide

Machine Learning for Credit Card Fraud Detection

Learn Python Programming

NeuroML

PmagPy: An open source package for paleomagnetic data analysis

Geographic Data Science with Python

NI-edu: fMRI analysis in Python

Kinetics Toolkit

Exploratory Data Visualization with Altair

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

The Good Research Code handbook

The FAIR Cookbook

Parallel Techniques Tutorial

Applied Linear Algebra

Metrology Lecture Book

Computational Models of Human Social Behavior & Neuroscience

Neural Process Family

Aprendendo Físico-Química com auxílio de Phython

Deep Learning for Molecules and Materials

pyhf User Guide and Tutorial

Introduction to Economic Modeling and Data Science

Enhancing Science Courses by Integrating Python (ESCIP)

NASA VirtualObservatory Notebooks

An interactive meta-analysis of MRI biomarkers of myelin

ALLCools - single-cell DNA Methylome Analysis Package