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Owen's Projects

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.

empiricalrisks.jl icon empiricalrisks.jl

Julia implementation of predictors and loss functions for empirical risk minimization

fn.py icon fn.py

Functional programming in Python: implementation of missing features to enjoy FP

fpiglet icon fpiglet

FUNctional Programming in Groovy. Adds to Groovy: Implicitly Curried Functions, Monads, Applicative, Functors and more ... This project was moved from:

fuzzyfinder_textmate icon fuzzyfinder_textmate

A vim script that extends the fuzzyfinder plugin to support TextMate style file searches (e.g. cmd-T) (Unmaintained now, see http://weblog.jamisbuck.org/2009/1/28/the-future-of-fuzzyfinder-textmate)

geatpy icon geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

grammars-v4 icon grammars-v4

Grammars written for ANTLR v4; expectation that the grammars are free of actions.

groot icon groot

Graphical Editor to create BehaviorTrees. Compliant with BehaviorTree.CPP

he2latex icon he2latex

Converting handwritten equations to LaTeX

image2latex icon image2latex

A tool to convert math equation images to LaTeX markup

iml icon iml

iml: interpretable machine learning R package

jflex icon jflex

The fast scanner generator for Java with full Unicode support

jsonsql icon jsonsql

A SQL-like query language for JSON objects.

jump.jl icon jump.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

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