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 for Materials Engineers

ALLCools - single-cell DNA Methylome Analysis Package

OpenPifPaf Guide

UNIS GNSS Compendium

Introduction to Materials Informatics

Introducción a la ciencia de datos

Scientific Computing for Chemists

NASA VirtualObservatory Notebooks

PVSC pvlib python Tutorial

Quality Assurance of Code for Analysis and Research

Callysto Curriculum Notebooks

InterpretML

MalariaGEN Vector Data User Guide

Basics of Image Processing

Intro to Cultural Analytics

Advanced Quantitative Economics with Python

Data Science Process using CRISP-DM

Programming Differential Privacy

Quantitative Economics with Python

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Learn Python Programming

10 Lectures on Inverse Problems and Imaging

Practical Guide to Climate Econometrics

MAT244E Statistics

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

Jupyter Guide to Linear Algebra

OK Transformer: Notebooks on ML Engineering and MLOps

The Data Science Interview Book

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

Open Source in Environmental Sustainability

Computer Science Lecture

Kinetics Toolkit

Topology in condensed matter: tying quantum knots

DartBrains

Chainladder - Actuarial Reserving in Python

Development Data Partnership

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

Geospatial Data Science with Earth Engine and Geemap

Applying Maths in the Chemical and Biomolecular Sciences

An interactive meta-analysis of MRI biomarkers of myelin

Argo Online School

Primer on Statistics

Algorithms for Automated Driving

NeuroML

The FAIR Cookbook

Coding for Economists

Computational Discovery on Jupyter

The Data-Sitters Club

Computational Thermodynamics

NumPy Tutorials

Enhancing Science Courses by Integrating Python (ESCIP)

Prodigious Python - Quest for the fun filled adventure of Python

Python Packages

TensorDiffEq Documentation

IntroPy: an introductory Python & PsychoPy course

Guide de bonnes pratiques sur les données de la recherche

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VisDepot: An Introductory Resource for Data Visualization

Mathematik für Physikstudierende C

Network Data Science

Python Coding for Public Policy

Neural Process Family

Neuroimaging Analysis Methods for Naturalistic Data

PmagPy: An open source package for paleomagnetic data analysis

Introduction to Bioimage Analysis

eChem: Computational Chemistry from Laptop to HPC

The Good Research Code handbook

ML-AI Guide

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

NiMARE: Neuroimaging Meta-Analysis Research Environment

Geographic Data Science with Python

Machine Learning, Statistics, and Data Mining for Heliophysics

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

Deep Learning for Particle Physicists

Explaining neural networks in raw Python

Introduction to Economic Modeling and Data Science

Geo-Unmanned Aerial Vehicle (Geo-UAV) Course

Computational and Inferential Thinking

NetworkX Guides

Machine Learning for Credit Card Fraud Detection

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Simply Logical – Intelligent Reasoning by Example

CCD Data Reduction Guide

pyhf User Guide and Tutorial

Computational Mechanics

Foundations of Data Science with Python

UW Data Visualization Curriculum

Python For Data Science

Solving Partial Differential Equations

Fire Simulation Lecture

Earth and Environmental Data Science

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

Machine Learning Recipe Book

Epidemic modelling: Some notes, maths, and code

Introduction à la PROgrammation Scientifique

Apuntes del Curso Introducción a Big Data

Graph Pandas

Continuous Time Markov Chains

genome-sampler Software Documentation

Python Programming for Economics and Finance

Computational Models of Human Social Behavior & Neuroscience

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

Security Reference Architecture

NI-edu: fMRI analysis in Python

Scikit-learn course

Deep Learning for Molecules and Materials

Statistics and Data Science

Environmental Data Science Book

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

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

Exploratory Data Visualization with Altair

CVE.icu