Tobias Knuth's repositories
teaching-notebooks
Notebooks for teaching.
538-data
Data and code behind the articles and graphics at FiveThirtyEight
aimyths
AIMyths is a website about myths and misconceptions about Artificial Intelligence
anagram-checker
Anagram checking implementation for teaching purposes.
arcade-examples
Examples for PyGame
awesome-explorables
A curated list of awesome explorable explanations.
cheatsheets
RStudio Cheat Sheets
coding-interview-university
A complete computer science study plan to become a software engineer.
cppn-gan-vae-tensorflow
Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.
d3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
gatsby-starter-typescript-jest
The default Gatsby starter with Typescript and Jest
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
movie-data-generator
Library for generating movie ratings.
openintro-statistics
📚 An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.
openintro-statistics-slides
👩🏻🏫 Slides for OpenIntro Statistics
pandas-cookbook
Recipes for using Python's pandas library
pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along.
playground
Play with neural networks!
pycon-pandas-tutorial
PyCon 2015 Pandas tutorial materials
python-data-science
Data analysis with pandas and altair.
r4ds
R for data science: a book
sortvis
Sorting algorithm visualisation with Cairo
teaching-snippets
Code snippets for teaching.
tic-tac-toe-backend
Python code for a minimax-based tic-tac-toe AI model.
wumpus-world-simulator
A Wumpus World Simulator developed in Javascript, HTML and CSS