Pinned Repositories
ai-economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
ai-ml-dl-resources
Applied-Deep-Learning
Applied Deep Learning
applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
DSE2021
econ-21100
UChicago econ-21100 course
Econ-Data-Science
Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:
Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts
skylaronomics's Repositories
skylaronomics/CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
skylaronomics/DSE2021
skylaronomics/Econ-Data-Science
Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:
skylaronomics/ai-economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
skylaronomics/ai-ml-dl-resources
skylaronomics/Applied-Deep-Learning
Applied Deep Learning
skylaronomics/applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course
skylaronomics/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
skylaronomics/causal-inference-class
skylaronomics/DeepEquilibriumNets
skylaronomics/DiD
Keeping track of what is going on with the latest DiD innovations.
skylaronomics/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.
skylaronomics/gpss_replication
GPSS Replication Files
skylaronomics/IBM-Data-Science-Professional-Certification
Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.
skylaronomics/Intro-to-Data-Science
skylaronomics/job-market-materials
skylaronomics/lectures
Lecture notes for EC 607
skylaronomics/math-for-macro
This repository contains material for a one-week graduate course on mathematical methods for macroeconomics.
skylaronomics/mixtape_learnr
skylaronomics/mlrtime
A Stata package for running machine learning analyses in R
skylaronomics/mysample
try sample
skylaronomics/owid-grapher
Interactive data visualizations done quickly
skylaronomics/pml2-book
Probabilistic Machine Learning: Advanced Topics
skylaronomics/Python
All Algorithms implemented in Python
skylaronomics/python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
skylaronomics/QuantEcon.notebooks
Jupyter notebooks contributed by QuantEcon developers, users and the community
skylaronomics/Sensitivity
skylaronomics/sequence-jacobian
Interactive guide to Auclert, Bardóczy, Rognlie, and Straub (2019): "Using the Sequence-Space Jacobian to Solve and Estimate Heterogeneous-Agent Models".
skylaronomics/shift-share
Replication package and code for "Quasi-Experimental Shift-Share Designs"
skylaronomics/UltimateGitResource
📚 The ultimate collection of git commands and resources to power up your programming!