davidrpugh's Repositories

2015-06-10-sgpe

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2019-11-11-aperc

Workshop website for APERC Software Carpentry Workshop

⭐ 1 🌐 Public

2021-03-02-kaust-vislab

Website for Spring 2021 Introduction to Python for Data Science Workshop

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algorithm-and-data-structures

Collection of Jupyter notebooks on algorithms and data structures

⭐ 2 🌐 Public

assortative-matching-large-firms

Code for solving Eeckhout and Kircher model of assortative matching between heterogenous firms and workers.

⭐ 3 🌐 Public

beyond-microfoundations

Repository for code from my blog...

⭐ 5 🌐 Public

buoyant-barnacle

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Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

⭐ 4 🌐 Public

davidrpugh.github.io

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dockercon-2021-demo

Example project template from my DockerCon 2021 talk

⭐ 38 🌐 Public

econometrics-labs

Graduate level econometrics labs in Python/R

⭐ 46 🌐 Public

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.

⭐ 5 🌐 Public

fpinscala4economists

Working notes on functional programming (in Scala) for economists...

⭐ 3 🌐 Public

functional-programming-scala

Work completed for the Functional Programming in Scala specialization on Coursera

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genomics-workshop

⭐ 1 🌐 Public

horovod-gpu-data-science-project

Template repository for a Python 3-based data science project that uses Horovod.

⭐ 43 🌐 Public

Code for "Image Distribution" Chapter of Using Docker

⭐ 0 🌐 Public

introduction-to-accelerated-machine-learning

Repository of course materials for a multi-day course on accelerated machine learning.

⭐ 0 🌐 Public

introduction-to-computer-vision

Materials for a multi-day course on computer vision

⭐ 3 🌐 Public

introduction-to-deep-learning

Course materials for a multi-day course on deep learning.

⭐ 35 🌐 Public

introduction-to-graph-neural-networks

Course materials for a multi-day course on graph neural networks

⭐ 4 🌐 Public

introduction-to-recurrent-neural-networks

⭐ 0 🌐 Public

jax-gpu-data-science-project

Template repository for a Jax-based (data) science project with GPU acceleration

⭐ 4 🌐 Public

junctionx-kaust-2019

Forecasting Solar Power for NEOM

⭐ 5 🌐 Public

jupytercon-2020-talk

Repository of materials for my JupyterCon 2020 talk

⭐ 3 🌐 Public

Course materials for KAUST CS 294W

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Course materials for KAUST DSA 201

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llm-engineering

Materials for a semester length course on LLM engineering

⭐ 0 🌐 Public

llms-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

⭐ 0 🌐 Public

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

⭐ 50 🌐 Public

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

⭐ 0 🌐 Public

numerical-methods

Graduate level course on numerical methods for economists

⭐ 39 🌐 Public

nvidia-rapids-data-science-project

Template repository for a Python 3-based (data) science project with GPU acceleration using NVIDIA RAPIDS libraries.

⭐ 10 🌐 Public

object-oriented-programming-java

Work completed for the Object Oriented Programming in Java specialization on Coursera

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penn-world-tables

Python module for generating the Penn World Tables data set.

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population-ecology-approach

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prompt-engineering-for-developers

Materials for a short course on prompt engineering

⭐ 3 🌐 Public

Python package for solving assortative matching models with two-sided heterogeneity.

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Python package for downloading data from the Bureau of Economic Analysis (BEA) data API.

⭐ 72 🌐 Public

Python package for solving initial value problems (IVP) and two-point boundary value problems (2PBVP).

⭐ 17 🌐 Public

Computational economics in Python

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Python package for fitting Pareto distributions to data using the Clauset, Shalizi, Newman approach...

⭐ 3 🌐 Public

python-boot-camp

Short introduction to Python programming for Economics graduate students.

⭐ 27 🌐 Public

python-for-data-analysis

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

⭐ 29 🌐 Public

python-novice-gapminder

Introduction to Python for non-programmers using gapminder data

⭐ 3 🌐 Public

quadratic-voting-app

Collection of resources on quadratic voting applications

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A community based Python library for quantitative economics

⭐ 9 🌐 Public

scipy_proceedings

Tools used to generate the SciPy conference proceedings

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sfi-complexity-mooc

A Python-based course on Complexity Economics developed for the Santa Fe Institute (SFI).

⭐ 22 🌐 Public

sgpe-numerical-methods-2015

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sklearn-data-science-project

Template repository for a Python 3-based (data) science project using the scikit-learn ecosystem.

⭐ 6 🌐 Public

stochastic-expatriate-descent

An expat scientist's musings about machine learning, deep learning, and living abroad.

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Repository for all of my talks...

⭐ 1 🌐 Public

tensorflow-gpu-data-science-project

Template repository for a Python 3-based (data) science project with GPU acceleration using the TensorFlow ecosystem.

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Code repository for Think Bayes.

⭐ 1 🌐 Public

udacity-drlnd-projects

Repository of Udacity Deep Reinforcement Learning Nanodegree Program project code.

⭐ 0 🌐 Public

us-banking-sector

⭐ 1 🌐 Public

Template for pkgdown site

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wealth-of-cities

⭐ 0 🌐 Public

xgboost-is-all-you-need

Repository of teaching materials for an advanced course on XGBoost.

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Course materials for Zurich Initiative for Computational Economics (ZICE) 2014

⭐ 32 🌐 Public