David R. Pugh's repositories
machine-learning-for-tabular-data
Repository of course materials for a multi-day course on machine learning for tabular data using Scikit-Learn and XGBoost
dockercon-2021-demo
Example project template from my DockerCon 2021 talk
introduction-to-deep-learning
Course materials for a multi-day course on deep learning.
python-for-data-analysis
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
evolution-of-social-behavior
Model of the co-evolution by natural selection of an individually costly cooperative behavior trait together with a preference for social partners who bear that trait.
junctionx-kaust-2019
Forecasting Solar Power for NEOM
stochastic-expatriate-descent
An expat scientist's musings about machine learning, deep learning, and living abroad.
introduction-to-graph-neural-networks
Course materials for a multi-day course on graph neural networks
fpinscala4economists
Working notes on functional programming (in Scala) for economists...
introduction-to-computer-vision
Materials for a multi-day course on computer vision
jupytercon-2020-talk
Repository of materials for my JupyterCon 2020 talk
object-oriented-programming-java
Work completed for the Object Oriented Programming in Java specialization on Coursera
prompt-engineering-for-developers
Materials for a short course on prompt engineering
python-novice-gapminder
Introduction to Python for non-programmers using gapminder data
algorithm-and-data-structures
Collection of Jupyter notebooks on algorithms and data structures
2019-11-11-aperc
Workshop website for APERC Software Carpentry Workshop
functional-programming-scala
Work completed for the Functional Programming in Scala specialization on Coursera
quadratic-voting-app
Collection of resources on quadratic voting applications
udacity-drlnd-projects
Repository of Udacity Deep Reinforcement Learning Nanodegree Program project code.
2021-03-02-kaust-vislab
Website for Spring 2021 Introduction to Python for Data Science Workshop
introduction-to-accelerated-machine-learning
Repository of course materials for a multi-day course on accelerated machine learning.
xgboost-is-all-you-need
Repository of teaching materials for an advanced course on XGBoost.