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.
NetworkX Guides
Geo-Unmanned Aerial Vehicle (Geo-UAV) Course
Python for Materials Engineers
The Data-Sitters Club
Neuroimaging Analysis Methods for Naturalistic Data
Scientific Computing for Chemists
Fire Simulation Lecture
NASA VirtualObservatory Notebooks
ML-AI Guide
Introduction to Materials Informatics
Hands-on Network Machine Learning with Scikit-Learn and Graspologic
Neural Process Family
Security Reference Architecture
Introduction to Bioimage Analysis
An interactive meta-analysis of MRI biomarkers of myelin
Python Coding for Public Policy
Python Programming for Economics and Finance
Machine Learning, Statistics, and Data Mining for Heliophysics
Pythia Foundations – A community learning resource for Python-based computing in the geosciences
The Good Research Code handbook
단국대 2020 캐글 뽀개기 (DKU Kaggle Class)
Classifying 19th Century British Library books using Crowdsourcing and Machine Learning
UW Data Visualization Curriculum
Mathematik für Physikstudierende C
Introduction à la PROgrammation Scientifique
Geo-Structure-from-Motion (Geo-SfM) Course
Simply Logical – Intelligent Reasoning by Example
The Turing Way: A guide to reproducible, ethical, inclusive and collaborative data science
genome-sampler Software Documentation
Computational Thermodynamics
Deep Learning for Particle Physicists
Computational Mechanics
Guide de bonnes pratiques sur les données de la recherche
MAT244E Statistics
Statistics and Data Science
Chainladder - Actuarial Reserving in Python
PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)
eChem: Computational Chemistry from Laptop to HPC
Apuntes del Curso Introducción a Big Data
HPX - The C++ Standard Library for Concurrency and Parallelism
Topology in condensed matter: tying quantum knots
MalariaGEN Vector Data User Guide
Explaining neural networks in raw Python
Enhancing Science Courses by Integrating Python (ESCIP)
Python For Data Science
NeuroML
Python Packages
Computer Science Lecture
ALLCools - single-cell DNA Methylome Analysis Package
The Data Science Interview Book
DartBrains
Graph Pandas
Network Data Science
OpenPifPaf Guide
OK Transformer: Notebooks on ML Engineering and MLOps
Machine Learning for Credit Card Fraud Detection
CCD Data Reduction Guide
InterpretML
UNIS GNSS Compendium
Jupyter Guide to Linear Algebra
AstroML Interactive Book – Statistics, Data Mining, and Machine Learning in Astronomy
PVSC pvlib python Tutorial
pyhf User Guide and Tutorial
Computational and Inferential Thinking
Learn Python Programming
Prodigious Python - Quest for the fun filled adventure of Python
NiMARE: Neuroimaging Meta-Analysis Research Environment
Quality Assurance of Code for Analysis and Research
Introduction to Economic Modeling and Data Science
Foundations of Data Science with Python
The FAIR Cookbook
PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer
TensorDiffEq Documentation
Environmental Data Science Book
Epidemic modelling: Some notes, maths, and code
Argo Online School
Practical Guide to Climate Econometrics
Algorithms for Automated Driving
10 Lectures on Inverse Problems and Imaging
Geospatial Data Science with Earth Engine and Geemap
Geographic Data Science with Python
Continuous Time Markov Chains
Primer on Statistics
Data Science Process using CRISP-DM
Programming Differential Privacy
Earth and Environmental Data Science
PmagPy: An open source package for paleomagnetic data analysis
Computational Discovery on Jupyter
IntroPy: an introductory Python & PsychoPy course
Solving Partial Differential Equations
Coding for Economists
Music Classification: Beyond Supervised Learning, Towards Real-world Applications
Open Source in Environmental Sustainability
Machine Learning Recipe Book
Scikit-learn course
Deep Learning for Molecules and Materials
Applying Maths in the Chemical and Biomolecular Sciences
Basics of Image Processing
Advanced Quantitative Economics with Python
Kinetics Toolkit
CVE.icu
Callysto Curriculum Notebooks
VisDepot: An Introductory Resource for Data Visualization
Quantitative Economics with Python
NumPy Tutorials
Intro to Cultural Analytics
Exploratory Data Visualization with Altair
Computational Models of Human Social Behavior & Neuroscience
Introducción a la ciencia de datos
NI-edu: fMRI analysis in Python