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.

Machine Learning Recipe Book

University of Alabama Libraries Scholarly API Cookbook

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

Continuous Time Markov Chains

NRSurCat-1

Solving Partial Differential Equations

InterpretML

Computational Discovery on Jupyter

Basics of Image Processing

NetworkX Guides

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

Developing with QIIME 2

pyhf User Guide and Tutorial

Computational Models of Human Social Behavior & Neuroscience

Python Packages

Foundations of Data Science with Python

Computational Thermodynamics

The Data Science Interview Book

VisDepot: An Introductory Resource for Data Visualization

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

Jupyter Guide to Linear Algebra

Network Data Science

Statistics and Data Science

Algorithms for Automated Driving

Scikit-learn course

Security Reference Architecture

DartBrains

Applied Linear Algebra

genome-sampler Software Documentation

Coding for Economists

Machine Learning, Statistics, and Data Mining for Heliophysics

Modelling, Uncertainty and Data for Engineers

Callysto Curriculum Notebooks

Notas de Clases - 2024

NI-edu: fMRI analysis in Python

Real-Time Digital Signal Processing

Molecular Simulations

Prodigious Python - Quest for the fun filled adventure of Python

GW Parameter Estimation Tutorial

Primer on Statistics

NiMARE: Neuroimaging Meta-Analysis Research Environment

Argo Online School

Computational Astrophysics

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Introduction to Materials Informatics

Computer Science Lecture

Fire Simulation Lecture

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

Fuzzing with Fandango

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

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

Discrete-Event Simulation in Python

IntroPy: an introductory Python & PsychoPy course

Show the Physics

Deep Learning for Molecules and Materials

Introduction to Bioimage Analysis

Exploratory Data Visualization with Altair

Kinetics Toolkit

Deep Learning for Particle Physicists

Computational Mechanics

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

NeuroML

NASA Fornax Astrophysics Science Platform Demo Notebooks

10 Lectures on Inverse Problems and Imaging

Topology in condensed matter: tying quantum knots

Learn Probability

Introducción a la ciencia de datos

Introduction to Programming for Engineers

Computational Problem Solving in the Chemical Sciences

TESS-Atlas

Enhancing Science Courses by Integrating Python (ESCIP)

Programming Differential Privacy

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

The Data-Sitters Club

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

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

ALLCools - single-cell DNA Methylome Analysis Package

Computational and Inferential Thinking

Epidemic modelling: Some notes, maths, and code

MAT244E Statistics

Graph Pandas

Mathematical Methods in Data Science (with Python)

Neural Process Family

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Geospatial Data Science with Earth Engine and Geemap

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Daisy

Beyond the Basics: Mastering Advanced Python

Introduction to Computer Control System interactive exercise book

Environmental Data Science Book

Neuroimaging Analysis Methods for Naturalistic Data

The State of Open Source AI

TensorDiffEq Documentation

Quality Assurance of Code for Analysis and Research

Practical Guide to Climate Econometrics

OpenPifPaf Guide

Python For Data Science

Learn Python Programming

eChem: Computational Chemistry from Laptop to HPC

Introduction to Economic Modeling and Data Science

NASA VirtualObservatory Notebooks

Chainladder - Actuarial Reserving in Python

Aprendendo Físico-Química com auxílio de Phython

Data Science Process using CRISP-DM

Applying Maths in the Chemical and Biomolecular Sciences

Open Source in Environmental Sustainability

Introduction to Data Science

Intro to Cultural Analytics

Programando la Historia

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

Introduction to Python Programming

PmagPy: An open source package for paleomagnetic data analysis

Python for Materials Engineers

Quantitative Economics with Python

Simply Logical – Intelligent Reasoning by Example

UW Data Visualization Curriculum

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Guide de bonnes pratiques sur les données de la recherche

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

NumPy Tutorials

The Good Research Code handbook

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

Introduction à la PROgrammation Scientifique

Advanced Quantitative Economics with Python

Scientific Computing for Chemists

Parallel Techniques Tutorial

Understanding Quantitative Finance

Earth and Environmental Data Science

The FAIR Cookbook

Machine Learning for Credit Card Fraud Detection

Python Data Science 数据科学

An interactive meta-analysis of MRI biomarkers of myelin

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

Explaining neural networks in raw Python

The image analysis field guide

Metrology Lecture Book

Python Programming for Economics and Finance

CCD Data Reduction Guide

Python Coding for Public Policy

Mathematik für Physikstudierende C

Topics in Mathematical Biology

MalariaGEN Vector Data User Guide

OpenScope Databook

UNIS GNSS Compendium

OK Transformer: Notebooks on ML Engineering and MLOps

ML-AI Guide

Geographic Data Science with Python