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.

PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)

Introduction to Bioimage Analysis

Argo Online School

Development Data Partnership

VisDepot: An Introductory Resource for Data Visualization

Network Data Science

Programming Differential Privacy

Python 101

Deep Learning for Molecules and Materials

ML-AI Guide

Introduction to Economic Modeling and Data Science

Python Programming for Economics and Finance

Graph Pandas

Jupyter Guide to Linear Algebra

OpenPifPaf Guide

Mathematik für Physikstudierende C

Introduction to Materials Informatics

Security Reference Architecture

Apuntes del Curso Introducción a Big Data

Geographic Data Science with Python

Neural Process Family

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

단국대 2020 캐글 뽀개기 (DKU Kaggle Class)

Epidemic modelling: Some notes, maths, and code

Algorithms for Automated Driving

Quality Assurance of Code for Analysis and Research

Enhancing Science Courses by Integrating Python (ESCIP)

DartBrains

Make Use of Data: Data Science Notes

Learn Python Programming

Primer on Statistics

An interactive meta-analysis of MRI biomarkers of myelin

An Introduction to Applied Bioinformatics

Neuroimaging Analysis Methods for Naturalistic Data

Computational Models of Human Social Behavior & Neuroscience

UW Data Visualization Curriculum

Foundations of Data Science with Python

Continuous Time Markov Chains

Introducción a la ciencia de datos

Applying Maths in the Chemical and Biomolecular Sciences

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

Computational Thermodynamics

Explaining neural networks in raw Python

eChem: Computational Chemistry from Laptop to HPC

Inefficient Networks: Notebooks on MLOps and ML Engineering

Introduction à la PROgrammation Scientifique

NI-edu: fMRI analysis in Python

Topology in condensed matter: tying quantum knots

MAT244E Statistics

Computational Discovery on Jupyter

pyhf User Guide and Tutorial

Deep Learning for Particle Physicists

CCD Data Reduction Guide

Python Packages

Callysto Curriculum Notebooks

Data Science for Finance

Exploratory Data Visualization with Altair

Intro to Cultural Analytics

MalariaGEN Vector Data User Guide

Solving Partial Differential Equations

TensorDiffEq Documentation

The FAIR Cookbook

IntroPy: an introductory Python & PsychoPy course

Advanced Quantitative Economics with Python

Computational and Inferential Thinking

Machine Learning, Statistics, and Data Mining for Heliophysics

Chainladder - Actuarial Reserving in Python

Basics of Image Processing

Environmental Data Science Book

Python For Data Science

Scikit-learn course

Statistics and Data Science

Earth and Environmental Data Science

Guide de bonnes pratiques sur les données de la recherche

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

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

Simply Logical – Intelligent Reasoning by Example

Scientific Computing for Chemists

The Data-Sitters Club

PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer

genome-sampler Software Documentation

The Data Science Interview Book

ALLCools - single-cell DNA Methylome Analysis Package

PVSC pvlib python Tutorial

10 Lectures on Inverse Problems and Imaging

Python Coding for Public Policy

Practical Guide to Climate Econometrics

Computational Mechanics

The Good Research Code handbook

Coding for Economists

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

Machine Learning for Credit Card Fraud Detection

Data Science Process using CRISP-DM

Prodigious Python - Quest for the fun filled adventure of Python

NiMARE: Neuroimaging Meta-Analysis Research Environment

Quantitative Economics with Python