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.

Introduction to Economic Modeling and Data Science

Intro to Cultural Analytics

Coding for Economists

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

MalariaGEN Vector Data User Guide

Computational Mechanics

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Argo Online School

InterpretML

Machine Learning for Credit Card Fraud Detection

Apuntes del Curso Introducción a Big Data

NASA VirtualObservatory Notebooks

pyhf User Guide and Tutorial

Open Source in Environmental Sustainability

Primer on Statistics

Environmental Data Science Book

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

Scikit-learn course

Kinetics Toolkit

Basics of Image Processing

Introduction to Bioimage Analysis

Quantitative Economics with Python

Programming Differential Privacy

Statistics and Data Science

Security Reference Architecture

VisDepot: An Introductory Resource for Data Visualization

PVSC pvlib python Tutorial

The Data-Sitters Club

Learn Python Programming

Foundations of Data Science with Python

The Good Research Code handbook

UW Data Visualization Curriculum

TensorDiffEq Documentation

ALLCools - single-cell DNA Methylome Analysis Package

CVE.icu

Exploratory Data Visualization with Altair

Enhancing Science Courses by Integrating Python (ESCIP)

Computational Thermodynamics

Network Data Science

Applying Maths in the Chemical and Biomolecular Sciences

NI-edu: fMRI analysis in Python

The FAIR Cookbook

NumPy Tutorials

Deep Learning for Molecules and Materials

The Data Science Interview Book

Python Programming for Economics and Finance

Guide de bonnes pratiques sur les données de la recherche

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Continuous Time Markov Chains

NiMARE: Neuroimaging Meta-Analysis Research Environment

Neuroimaging Analysis Methods for Naturalistic Data

Neural Process Family

Scientific Computing for Chemists

Python For Data Science

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

Topology in condensed matter: tying quantum knots

Algorithms for Automated Driving

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

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Jupyter Guide to Linear Algebra

Epidemic modelling: Some notes, maths, and code

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

Chainladder - Actuarial Reserving in Python

Machine Learning, Statistics, and Data Mining for Heliophysics

Mathematik für Physikstudierende C

Introducción a la ciencia de datos

Simply Logical – Intelligent Reasoning by Example

Explaining neural networks in raw Python

Computational and Inferential Thinking

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

OpenPifPaf Guide

Practical Guide to Climate Econometrics

Development Data Partnership

Callysto Curriculum Notebooks

Geospatial Data Science with Earth Engine and Geemap

PmagPy: An open source package for paleomagnetic data analysis

Python Coding for Public Policy

Data Science Process using CRISP-DM

Data Science for Finance

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

MAT244E Statistics

Solving Partial Differential Equations

eChem: Computational Chemistry from Laptop to HPC

Deep Learning for Particle Physicists

Prodigious Python - Quest for the fun filled adventure of Python

Introduction à la PROgrammation Scientifique

Earth and Environmental Data Science

Geographic Data Science with Python

Graph Pandas

Computational Models of Human Social Behavior & Neuroscience

IntroPy: an introductory Python & PsychoPy course

genome-sampler Software Documentation

Advanced Quantitative Economics with Python

Python Packages

Computational Discovery on Jupyter

Introduction to Materials Informatics

10 Lectures on Inverse Problems and Imaging

An interactive meta-analysis of MRI biomarkers of myelin

DartBrains

Quality Assurance of Code for Analysis and Research

ML-AI Guide

OK Transformer: Notebooks on ML Engineering and MLOps

CCD Data Reduction Guide