588 Forks
2835 Stars
2835 Watchers

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.

How to download and setup EconML

Open terminal and run command
git clone https://github.com/py-why/EconML.git
git clone is used to create a copy or clone of EconML repositories. You pass git clone a repository URL.
it supports a few different network protocols and corresponding URL formats.

Also you may download zip file with EconML https://github.com/py-why/EconML/archive/master.zip

Or simply clone EconML with SSH
[email protected]:py-why/EconML.git

If you have some problems with EconML

You may open issue on EconML support forum (system) here: https://github.com/py-why/EconML/issues