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

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# See https://github.com/py-why/EconML
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📄 Documentation
causal-inferencecausalityeconometricseconomicsmachine-learningtreatment-effects
Supported APIs (17)

Autosuggest supplies search terms derived from a root text sent to the service. The terms Autosuggest supplies are relat

The Computer Vision API provides state-of-the-art algorithms to process images and return information. For example, it c

The Bing Custom Image Search API lets you send an image search query to Bing and get back image search results customize

The Bing Custom Search API lets you send a search query to Bing and get back search results customized to meet your cust

The Entity Search API lets you send a search query to Bing and get back search results that include entities and places.

The Image Search API lets you send a search query to Bing and get back a list of relevant images. This section provides

The Local Search client lets you send a search query to Bing and get back search results that include local businesses s

The News Search API lets you send a search query to Bing and get back a list of news that are relevant to the search que

Version history All releases ↗

This is a major update to EconML, with new features, support for newer versions of Python and for updated versions of our dependencies, and many bugfi…

This is a bugfix release which contains a number of small improvements to the 0.15.0 release. ## What's Changed * Fix needs_fit logic for model …

This is a major update of the library, with several important improvements, as well as a number of bug-fixes and minor improvements. ## What's Chan…

## What's Changed This beta has many bug fixes and provides several big improvements: * Adds the ability to scale ortholearner training using Ray …

## What's Changed ### Details #### Minor updates and bugfixes * Avoid returning defaultdict directly when calling `est.shap_values` @kbattocchi…

## What's Changed This release contains a major new feature, treatment featurization (#615), plus a number of bugfixes and minor improvements. **B…

## What's Changed This is a minor release which mainly fixes several minor bugs and compatibility issues with certain versions of other libraries suc…

This release enables support for Python 3.9 and sklearn 1.0 and improves the documentation of the OrthoIV and DRIV classes. Note that for the momen…

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