davidrpugh
Instructional Assistant Professor in AI, KAUST; Certified Instructor, @swcarpentry;
Repositories
Select a repository to view its commits, contributors, and more.pyeconomics
Computational economics in Python
pyBEA
Python package for downloading data from the Bureau of Economic Analysis (BEA) data API.
econometrics-labs
Graduate level econometrics labs in Python/R
horovod-gpu-data-science-project
Template repository for a Python 3-based data science project that uses Horovod.
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
numerical-methods
Graduate level course on numerical methods for economists
introduction-to-deep-learning
Course materials for a multi-day course on deep learning.
zice-2014
Course materials for Zurich Initiative for Computational Economics (ZICE) 2014
python-boot-camp
Short introduction to Python programming for Economics graduate students.
sfi-complexity-mooc
A Python-based course on Complexity Economics developed for the Santa Fe Institute (SFI).
pyCollocation
Python package for solving initial value problems (IVP) and two-point boundary value problems (2PBVP).