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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…
course on the basics of scientific computing for economists
In this AWS Machine Learning Specialty Course, You will gain first-hand experience on how to train, optimize, deploy, and integrate ML in AWS cloud. Learn how to use AWS Built-in SageMaker algorith…
A list of blogs, videos, and other content that provides advice on building experimentation and A/B testing platforms
Example codes for the Handbook chapter "Sparse Grids for Dynamic Economic Models" (Oxford Research Encyclopedia of Economics and Finance)
website for numerical methods course
Research Software Engineering with Python course material
Introduction to Mathematical Computing with Python and Jupyter
A Python version of Miranda and Fackler's CompEcon toolbox
Jupyter notebooks authored by Richard Evans
pytask is a workflow management system that facilitates reproducible data analyses.
Multivariate data modelling with Copulas in Python
Framework for the simulation and estimation of some finite-horizon discrete choice dynamic programming models.
OSE computation primer
Python implementation of the procedure and test cases proposed in: S. Kucherenko, S. Tarantola, P. Annoni. Estimation of global sensitivity indices for models with dependent variables Comput. Phys.…
open-source package for robust optimization
Python code to create formatted LaTeX tables from a Microsoft Excel file.
Python package for the simulation and estimation of a prototypical infinite-horizon dynamic discrete choice model based on Rust (1987)
A light-weight, flexible, and expressive statistical data testing library
The GErman Taxes and Transfers SIMulator
Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.
Library for parameter processing and validation with a focus on computational modeling projects
LaTeX/XeLaTeX templates for academic publications: articles, dissertations, posters, and bachelor’s/master’s theses