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.

Introducción a la ciencia de datos

Solving Partial Differential Equations

10 Lectures on Inverse Problems and Imaging

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Computational Astrophysics

Applied Linear Algebra

Explaining neural networks in raw Python

Understanding Quantitative Finance

An interactive meta-analysis of MRI biomarkers of myelin

Scikit-learn course

Geospatial Data Science with Earth Engine and Geemap

The Data Science Interview Book

Basics of Image Processing

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Coding for Economists

Python Packages

NumPy Tutorials

NASA VirtualObservatory Notebooks

Introduction to Programming for Engineers

TESS-Atlas

Geographic Data Science with Python

Introduction to Python Programming

Prodigious Python - Quest for the fun filled adventure of Python

Beyond the Basics: Mastering Advanced Python

Algorithms for Automated Driving

Jupyter Guide to Linear Algebra

Applying Maths in the Chemical and Biomolecular Sciences

Intro to Cultural Analytics

ML-AI Guide

Computational and Inferential Thinking

Open Source in Environmental Sustainability

Quality Assurance of Code for Analysis and Research

Network Data Science

pyhf User Guide and Tutorial

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

UNIS GNSS Compendium

Enhancing Science Courses by Integrating Python (ESCIP)

Computational Discovery on Jupyter

Python Coding for Public Policy

GW Parameter Estimation Tutorial

Computational Mechanics

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

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

NRSurCat-1

CCD Data Reduction Guide

UW Data Visualization Curriculum

eChem: Computational Chemistry from Laptop to HPC

Chainladder - Actuarial Reserving in Python

Computational Problem Solving in the Chemical Sciences

genome-sampler Software Documentation

Introduction to Bioimage Analysis

Scientific Computing for Chemists

Python For Data Science

Statistics and Data Science

Notas de Clases - 2024

Deep Learning for Particle Physicists

OpenScope Databook

NI-edu: fMRI analysis in Python

ALLCools - single-cell DNA Methylome Analysis Package

Molecular Simulations

Kinetics Toolkit

The FAIR Cookbook

Advanced Quantitative Economics with Python

Security Reference Architecture

NetworkX Guides

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

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

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

OK Transformer: Notebooks on ML Engineering and MLOps

Discrete-Event Simulation in Python

Introduction to Data Science

Computer Science Lecture

Python for Materials Engineers

Quantitative Economics with Python

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Machine Learning, Statistics, and Data Mining for Heliophysics

Mathematical Methods in Data Science (with Python)

InterpretML

The Good Research Code handbook

University of Alabama Libraries Scholarly API Cookbook

Show the Physics

Programando la Historia

Introduction à la PROgrammation Scientifique

Guide de bonnes pratiques sur les données de la recherche

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Data Science Process using CRISP-DM

Foundations of Data Science with Python

Continuous Time Markov Chains

Aprendendo Físico-Química com auxílio de Phython

Developing with QIIME 2

Computational Thermodynamics

Modelling, Uncertainty and Data for Engineers

Practical Guide to Climate Econometrics

Mathematik für Physikstudierende C

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

Parallel Techniques Tutorial

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Python Programming for Economics and Finance

Programming Differential Privacy

NASA Fornax Astrophysics Science Platform Demo Notebooks

VisDepot: An Introductory Resource for Data Visualization

Introduction to Computer Control System interactive exercise book

Topics in Mathematical Biology

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

PmagPy: An open source package for paleomagnetic data analysis

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

Learn Python Programming

Metrology Lecture Book

Machine Learning for Credit Card Fraud Detection

DartBrains

MalariaGEN Vector Data User Guide

Computational Models of Human Social Behavior & Neuroscience

Python Data Science 数据科学

IntroPy: an introductory Python & PsychoPy course

The Data-Sitters Club

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

NeuroML

Exploratory Data Visualization with Altair

Introduction to Economic Modeling and Data Science

Simply Logical – Intelligent Reasoning by Example

Neuroimaging Analysis Methods for Naturalistic Data

Deep Learning for Molecules and Materials

NiMARE: Neuroimaging Meta-Analysis Research Environment

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

Learn Probability

Argo Online School

MAT244E Statistics

TensorDiffEq Documentation

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

Machine Learning Recipe Book

Callysto Curriculum Notebooks

Fuzzing with Fandango

Daisy

The State of Open Source AI

Topology in condensed matter: tying quantum knots

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

Neural Process Family

Introduction to Materials Informatics

Environmental Data Science Book

Epidemic modelling: Some notes, maths, and code

Primer on Statistics

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

The image analysis field guide

Earth and Environmental Data Science

Graph Pandas

OpenPifPaf Guide

Fire Simulation Lecture

Real-Time Digital Signal Processing