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