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desval's Projects

bea_io_tables icon bea_io_tables

BEA input-output tables and 6-digits to SIC correspondence table

bslib icon bslib

Tools for theming Shiny and R Markdown via Bootstrap 3, 4, or 5.

businessgame icon businessgame

R Shiny app: Browser business game about product development

causalml-teaching icon causalml-teaching

This repository consolidates my teaching material for "Causal Machine Learning".

countrycode icon countrycode

R package: Convert country names and country codes. Assigns region descriptors.

dm icon dm

Working with relational data models in R

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

eonydis icon eonydis

create dynamic networks from a list of time-stamped transactions

fortysecondscv icon fortysecondscv

A highly customizable and improved version of Carmine Spagnuolo's Twenty Seconds Curriculum Vitae.

gdxrrw icon gdxrrw

An interface between GAMS and R for data-transfer and to call GAMS from within R.

ggplot2-graphic-design icon ggplot2-graphic-design

"Graphic Design with ggplot2: How to Create Engaging and Complex Visualizations in R", an rstudio::conf(2022) Workshop by Cédric Scherer

gravity icon gravity

:exclamation: This is a read-only mirror of the CRAN R package repository. gravity — Estimation Methods for Gravity Models

gvc icon gvc

Global Value Chain tools

handson-ml2 icon 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.

hdm icon hdm

:exclamation: This is a read-only mirror of the CRAN R package repository. hdm — High-Dimensional Metrics

industry_codes icon industry_codes

Industry classification systems and codes, correspondence tables

mapmate icon mapmate

seqplot is an R package for generating and saving a sequence of plots to disk as a still image sequence intended for later use in data animation production.

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