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 for Economics and Finance

Computational and Inferential Thinking

Python Data Science 数据科学

Machine Learning Recipe Book

Introduction à la PROgrammation Scientifique

10 Lectures on Inverse Problems and Imaging

An interactive meta-analysis of MRI biomarkers of myelin

Mathematik für Physikstudierende C

Prodigious Python - Quest for the fun filled adventure of Python

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

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

Computational Discovery on Jupyter

Geospatial Data Science with Earth Engine and Geemap

Open Source in Environmental Sustainability

GW Parameter Estimation Tutorial

Applying Maths in the Chemical and Biomolecular Sciences

Developing with QIIME 2

Fuzzing with Fandango

Introduction to Python Programming

Kinetics Toolkit

Computer Science Lecture

Introduction to Economic Modeling and Data Science

Python For Data Science

The FAIR Cookbook

NASA Fornax Astrophysics Science Platform Demo Notebooks

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

Daisy

MAT244E Statistics

Topology in condensed matter: tying quantum knots

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

NASA VirtualObservatory Notebooks

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

Understanding Quantitative Finance

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

genome-sampler Software Documentation

Chainladder - Actuarial Reserving in Python

Scikit-learn course

Mathematical Methods in Data Science (with Python)

The Good Research Code handbook

CCD Data Reduction Guide

Simply Logical – Intelligent Reasoning by Example

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

Computational Thermodynamics

Intro to Cultural Analytics

Basics of Image Processing

Computational Mechanics

TESS-Atlas

Python Coding for Public Policy

NeuroML

Scientific Computing for Chemists

Machine Learning, Statistics, and Data Mining for Heliophysics

Beyond the Basics: Mastering Advanced Python

TensorDiffEq Documentation

Jupyter Guide to Linear Algebra

Computational Models of Human Social Behavior & Neuroscience

Parallel Techniques Tutorial

Coding for Economists

Modelling, Uncertainty and Data for Engineers

Deep Learning for Particle Physicists

Geographic Data Science with Python

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

Continuous Time Markov Chains

Metrology Lecture Book

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

Explaining neural networks in raw Python

UNIS GNSS Compendium

Earth and Environmental Data Science

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

Machine Learning for Credit Card Fraud Detection

Exploratory Data Visualization with Altair

NiMARE: Neuroimaging Meta-Analysis Research Environment

Primer on Statistics

The State of Open Source AI

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

InterpretML

Introduction to Data Science

NASA/IPAC Infrared Science Archive Python Notebook Tutorials

Quality Assurance of Code for Analysis and Research

Guide de bonnes pratiques sur les données de la recherche

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University of Alabama Libraries Scholarly API Cookbook

Neural Process Family

The Data Science Interview Book

Introduction to Materials Informatics

Quantitative Economics with Python

The image analysis field guide

DartBrains

Learn Probability

Aprendendo Físico-Química com auxílio de Phython

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

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Algorithms for Automated Driving

Topics in Mathematical Biology

eChem: Computational Chemistry from Laptop to HPC

OK Transformer: Notebooks on ML Engineering and MLOps

IntroPy: an introductory Python & PsychoPy course

ML-AI Guide

Argo Online School

Statistics and Data Science

Data Science Process using CRISP-DM

Computational Astrophysics

NumPy Tutorials

Molecular Simulations

Network Data Science

PmagPy: An open source package for paleomagnetic data analysis

Programando la Historia

Environmental Data Science Book

Callysto Curriculum Notebooks

NetworkX Guides

Discrete-Event Simulation in Python

Epidemic modelling: Some notes, maths, and code

ALLCools - single-cell DNA Methylome Analysis Package

pyhf User Guide and Tutorial

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

NRSurCat-1

Quantum Metrology with Photoelectrons Vol. 3: Analysis methodologies

Enhancing Science Courses by Integrating Python (ESCIP)

Introduction to Computer Control System interactive exercise book

Graph Pandas

OpenPifPaf Guide

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

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

Programming Differential Privacy

Neuroimaging Analysis Methods for Naturalistic Data

Fire Simulation Lecture

Deep Learning for Molecules and Materials

Real-Time Digital Signal Processing

Python for Materials Engineers

MalariaGEN Vector Data User Guide

Solving Partial Differential Equations

The Data-Sitters Club

Learn Python Programming

Practical Guide to Climate Econometrics

Introduction to Bioimage Analysis

NI-edu: fMRI analysis in Python

Advanced Quantitative Economics with Python

Python Packages

Applied Linear Algebra

Computational Problem Solving in the Chemical Sciences

Introduction to Programming for Engineers

Show the Physics

Foundations of Data Science with Python

VisDepot: An Introductory Resource for Data Visualization

Notas de Clases - 2024

Security Reference Architecture

UW Data Visualization Curriculum

OpenScope Databook

Introducción a la ciencia de datos