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.

Foundations of Data Science with Python

Epidemic modelling: Some notes, maths, and code

Prodigious Python - Quest for the fun filled adventure of Python

Mathematik für Physikstudierende C

Python Coding for Public Policy

Environmental Data Science Book

Data Science Process using CRISP-DM

Python 101

Introduction to Bioimage Analysis

Statistics and Data Science

Computational and Inferential Thinking

pyhf User Guide and Tutorial

Coding for Economists

eChem: Computational Chemistry from Laptop to HPC

Python For Data Science

Deep Learning for Particle Physicists

Geospatial Data Science with Earth Engine and Geemap

VisDepot: An Introductory Resource for Data Visualization

The Data Science Interview Book

Continuous Time Markov Chains

Programming Differential Privacy

Computational Thermodynamics

Neural Process Family

Apuntes del Curso Introducción a Big Data

DartBrains

Data Science for Finance

Chainladder - Actuarial Reserving in Python

Introduction to Materials Informatics

The FAIR Cookbook

Applying Maths in the Chemical and Biomolecular Sciences

Quantitative Economics with Python

Solving Partial Differential Equations

Neuroimaging Analysis Methods for Naturalistic Data

OK Transformer: Notebooks on ML Engineering and MLOps

OpenPifPaf Guide

Introducción a la ciencia de datos

Computational Discovery on Jupyter

genome-sampler Software Documentation

10 Lectures on Inverse Problems and Imaging

TensorDiffEq Documentation

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

The Good Research Code handbook

Open Source in Environmental Sustainability

IntroPy: an introductory Python & PsychoPy course

Machine Learning, Statistics, and Data Mining for Heliophysics

PmagPy: An open source package for paleomagnetic data analysis

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

Intro to Cultural Analytics

CCD Data Reduction Guide

NiMARE: Neuroimaging Meta-Analysis Research Environment

Simply Logical – Intelligent Reasoning by Example

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

UW Data Visualization Curriculum

Computational Mechanics

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Security Reference Architecture

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

ALLCools - single-cell DNA Methylome Analysis Package

Argo Online School

Introduction to Economic Modeling and Data Science

Callysto Curriculum Notebooks

Topology in condensed matter: tying quantum knots

Primer on Statistics

Algorithms for Automated Driving

Python Packages

Introduction à la PROgrammation Scientifique

CVE.icu

MAT244E Statistics

ML-AI Guide

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

The Data-Sitters Club

Network Data Science

Machine Learning for Credit Card Fraud Detection

Enhancing Science Courses by Integrating Python (ESCIP)

Scikit-learn course

Earth and Environmental Data Science

NI-edu: fMRI analysis in Python

Practical Guide to Climate Econometrics

Python Programming for Economics and Finance

Kinetics Toolkit

Deep Learning for Molecules and Materials

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Geographic Data Science with Python

Basics of Image Processing

Learn Python Programming

Graph Pandas

PVSC pvlib python Tutorial

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

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

Explaining neural networks in raw Python

MalariaGEN Vector Data User Guide

Guide de bonnes pratiques sur les données de la recherche

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Exploratory Data Visualization with Altair

An interactive meta-analysis of MRI biomarkers of myelin

Quality Assurance of Code for Analysis and Research

Development Data Partnership

Scientific Computing for Chemists

Jupyter Guide to Linear Algebra

Computational Models of Human Social Behavior & Neuroscience

Advanced Quantitative Economics with Python