Federico Molina's repositories
CausalidadEstudio
Material de estudio de causalidad, notas, libros, artículos, librerias, etc
proyecto_series2022
Proyecto Series Cronológicas, año 2022. Autores: Emanuelle Marsella y Maximiliano Saldaña.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
Grad-IO
Graduate Empirical Industrial Organization
tsfresh
Automatic extraction of relevant features from time series:
tsfeatures
Time series features
applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course
applied_metrics
A PhD course in Applied Econometrics and Panel Data
micecon
Read-only mirror of "micecon" from r-forge SVN.
tao-fing
Código para el curso Teoría y Algoritmos de Optimización dictado en Facultad de Ingeniería UdelaR
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.
ML-foundations
Machine Learning Foundations: Algebra, Calc, Stats & CS
useR2020-automl
useR! 2020 keynote presentation & code
LatinR-2019-h2o-tutorial
H2O Machine Learning Tutorial for the 2019 LatinR Conference
QuantEcon.py
A community based Python library for quantitative economics
Tesis-Curva-Beveridge
Proyecto de tesis maestría en economía FCEA - UDELAR
r-internals
Documentation for R's internal C API
ETC3550Slides
Slides for a forecasting course based on "Forecasting: Principles and Practice"
engsoccerdata
English and European soccer results 1871-2019
tesis_doctoral
Documento de tesis para recibir el grado de Doctor en Ciencias de la Computación.
FuncPublicos
Análisis de funcionarios públicos
tenis
limpieza y modelado partidos de tenis para seminario del deporte
analisisVarios
Diferentes análisis de interés/juego/clases
micro-metrics
This is a 2nd Year PhD Course In Micro-econometrics
Latinobarometro
Compilación y análisis bases de latinobarómetro
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects