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Nicholas Marchio's Projects

c4 icon c4

Contiguity-Constrained Clustering in C++

doppelganger icon doppelganger

A Python package of tools to support population synthesizers

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.

food-inspections-evaluation icon food-inspections-evaluation

This repository contains the code to generate predictions of critical violations at food establishments in Chicago. It also contains the results of an evaluation of the effectiveness of those predictions.

myhybrid icon myhybrid

Demo of a Reticulated Shiny App, using NREL's FASTSim model to compare vehicle MPGs for a user defined trip.

osm-planning-tool icon osm-planning-tool

OpenReblock is a collaborative research project that aims to develop community-driven planning tools for slum-dwellers.

pmtiles-utils icon pmtiles-utils

A command line tool to convert any GDAL support geospatial data file to the PMTiles, a low-cost cloud-optimized tile format.

pyrosm icon pyrosm

Read OpenStreetMap data from Protobuf files into GeoDataFrame with Python, faster.

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