dawievlill Goto Github PK

followers: 127.0 following: 307.0 repos: 113.0 gists: 0.0

Name: Dawie van Lill

Type: User

Company: Stellenbosch University

Bio: Economics lecturer at Stellenbosch University in South Africa. I am interested in computational macroeconomics, Bayesian methods and deep learning.

Location: Stellenbosch, South Africa

Blog: https://dawievanlill.netlify.app/

👋 Hi there, my name is Dawie van Lill

Here are some things to know about me

🔭 I’m currently working on topics related to economic inequality with application to South Africa.
🔭 I’m also working on models that integrate financial frictions into a dynamic general equilibrium setting.
⚡ Fun fact: You pronounce my name Dah-Vee Fun Lill.

Here are some of the things I am currently learning more about

Programming. Primarily in Julia, Python and R.
Computational methods for dynamic general equilibrium models.
Functional analysis and measure theory.
Deep learning and scientific machine learning.

You are free to use the code for my courses in any way you wish. I have borrowed from so many people that I feel it is only fitting to make things freely available. Most of the notes are a work in progress. I try to learn as I put notes together, so there might be mistakes.

Dawie van Lill's Projects

dawievlill

differenceequations.jl

Making a difference with math. Or solving differences.

differentiablestatespacemodels.jl

dolo.jl

Economic modeling in Julia

doom-emacs

An Emacs framework for the stubborn martian hacker

dsbook

Repository for data science book

dsge.jl

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

dynamichmc.jl

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

dynare.jl

A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

ec524w20

Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2020 Taught by Ed Rubin

econ622_2019

econometrics

Econometrics lecture notes with examples using the Julia language

economics-with-julia

Some codes for Economics (mostly value function) written in Julia

econpdes.jl

Solve semi-linear parabolic PDEs

fastai

The fastai deep learning library, plus lessons and tutorials

fastai.jl

Port of FastAI V2 API to Julia

fastbook

The fastai book, published as Jupyter Notebooks

financial-frictions

Interactive guide to Fernández-Villaverde, Hurtado, and Nuño (2019): "Financial Frictions and the Wealth Distribution".

github-classroom-for-teachers

gpu-opencl-vfi-in-julia

GPU + OpenCL Value Function Iteration for Macro Models

hadsge

hands-on-design-patterns-and-best-practices-with-julia

Hands-On Design Patterns with Julia, published by Packt

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.