Open Source Economics (@OpenSourceEconomics)
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Top repositories

1

optimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.
Python
243
star
2

econ-project-templates

Templates for reproducible economics projects
TeX
140
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3

ose-course-data-science

course on data science for economists
Jupyter Notebook
91
star
4

respy

Framework for the simulation and estimation of some finite-horizon discrete choice dynamic programming models.
Python
77
star
5

ose-course-scientific-computing

course on the basics of scientific computing for economists
Jupyter Notebook
25
star
6

ruspy

Python package for the simulation and estimation of a prototypical infinite-horizon dynamic discrete choice model based on Rust (1987)
Python
22
star
7

dcegm

Fully JAX-compatible python implementation of the DC-EGM algorithm from Iskhakov, Jorgensen, Rust, and Schjerning (QE, 2017).
Python
19
star
8

grmpy

Python package for the simulation and estimation of generalized Roy model
Jupyter Notebook
19
star
9

dags

Tools to create executable dags from interdependent functions.
Python
17
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10

scipy-estimagic

Tutorial on Practical Numerical Optimization with SciPy, Estimagic and JAXopt - SciPy 2022
Jupyter Notebook
17
star
11

pybaum

Tools to work with pytrees.
Python
16
star
12

lcm

Solution and simulation of life cycle models in Python with GPU acceleration.
Python
15
star
13

ose-meetup

Infos and material for the OSE Meetup
Jupyter Notebook
13
star
14

soepy

Python package for the simulation and estimation of dynamic models of human capital accumulation tailored to the German Socio-Economic Panel (SOEP)
Python
12
star
15

ose-course-primer

OSE computation primer
Jupyter Notebook
11
star
16

skillmodels

Python
11
star
17

robupy

open-source package for robust optimization
Python
9
star
18

tranquilo

The tranquilo optimizer.
Python
6
star
19

OpenSourceEconomics.github.io

Our website at https://open-econ.org
SCSS
5
star
20

ekw-lectures

lecture material for our work on Eckstein-Keane-Wolpin models
Jupyter Notebook
5
star
21

euroscipy-estimagic

Companion repository to the tutorial "Introduction to numerical optimization" at the EuroSciPy 2023
Jupyter Notebook
3
star
22

econsa

Uncertainty propagation and global sensitivity analysis for computational economic models
Python
3
star
23

ose-course-projects

instructions for our course projects
Jupyter Notebook
3
star
24

copulpy

Python package for the analysis of multiattribute utility copulas.
Python
2
star
25

ose-data-science-course-project-JonathanWillnow

Final Project for Microeconometrics, Summer 2021, Prof. Dr. Philipp Eisenhauer | Jonathan Willnow | Replication of Dreher et al. (2021)
Jupyter Notebook
2
star
26

ose-data-science-course-project-carolinalvarez

Final Project | Carolina Alvarez | Microeconometrics, Summer 2021 | Replication: Angrist and Evans (1998)
Jupyter Notebook
2
star
27

rust-data

This repository contains the raw data from Rust (1987) and data reading and processing functions.
Python
2
star
28

temfpy

Test models and functions for standard numerical components in computational economic models
Python
2
star
29

ose-data-science-course-projeect-JakobJuergens

Final project by Jakob R. Juergens for Microeconometrics (summer semester 2021)
Jupyter Notebook
1
star
30

ose-scientific-computing-course-jdx-mafia-1

ose-scientific-computing-course-jdx-mafia-1 created by GitHub Classroom
Jupyter Notebook
1
star
31

epp_topics

Course materials for EPP
Jupyter Notebook
1
star
32

ose-packaging-guide

A guide to Python packages.
Shell
1
star
33

ekw-data

benchmark datasets for our work on Eckstein-Keane-Wolpin models
Jupyter Notebook
1
star
34

trempy

Python package for the analysis of intertemporal altruism using a trembling hand model.
Python
1
star
35

github-starter-course

github-starter-course created by GitHub Classroom
1
star
36

ose-promotion

promotional material for our initiative
TeX
1
star
37

ose-data-science-course-projeect-mirkimirk

ose-data-science-course-projeect-mirkimirk created by GitHub Classroom
Jupyter Notebook
1
star
38

ekw-promotion

promotional material for our work on Eckstein-Keane-Wolpin models
TeX
1
star
39

ose-scientific-computing-course-pytholisks

ose-scientific-computing-course-pytholisks created by GitHub Classroom
Python
1
star
40

lcm-dev

Developer repository for the lcm package.
Python
1
star