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Chase Dowling's Projects

building_transfer icon building_transfer

Experiments in transfer learning for naive fault and degradation detection in time dynamic systems

cpatdowling.github.io icon cpatdowling.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

curb_clustering icon curb_clustering

Prototype of unsupervised clustering of curb zoning configurations in Seattle via kmodes

demandviz icon demandviz

A Jupyter notebook that animates Seattle Department of Transportation data over a static image of Google Maps.

dynamiczoning icon dynamiczoning

Data and documented code accompanying the 2021 IEEE ITS submission "Optimal, centralized dynamic curbside parking space zoning", Nazir et al.

ee559 icon ee559

Course notebooks for EE 559 "Data Science for Energy"

net-queue icon net-queue

Queue network model where task movement between queues is governed by server availability, not completion of service--served entities are removed from the network.

parking_queue_net icon parking_queue_net

Necessary code and data to reproduce results contain in "Modeling curbside parking as a network of finite capacity queues" submitted to IEEE Transactions on Intelligent Transportation Systems.

peakload icon peakload

Notebooks, data, and code for neural network prediction of coincidental peaks in ERCOT power demand.

pygrid icon pygrid

A python class for representing GridLab-D objects with a JSON flavor.

salsa icon salsa

Hashtag clustering, spectra graph trajectorization, generalized cumulative sum, and a copy of Yang's k-sc clustering algorithm

sdot_data icon sdot_data

An elasticsearch based data-pipeline that indexes SDOT parking transactions nightly

vissimpark icon vissimpark

This repository contains PTV VISSIM simulation parameterization files, automated parsing scripts, and post-processing analytics for computing fundamental diagrams as a function of curb configurations.

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