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My PhD research codes on leveraging ML for vehicular energy and emission models (SVR, DNN, RNN, and Ensemble)

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LICENSE
LICENSE
 
 
README.md
README.md
 
 
analyse-ancova.py
analyse-ancova.py
 
 
model-1d-cnn.py
model-1d-cnn.py
 
 
model-ann.py
model-ann.py
 
 
model-arima-aggregate.ipynb
model-arima-aggregate.ipynb
 
 
model-arima.ipynb
model-arima.ipynb
 
 
model-emit.ipynb
model-emit.ipynb
 
 
model-ensemble-category-predict.py
model-ensemble-category-predict.py
 
 
model-ensemble-category-wrong.py
model-ensemble-category-wrong.py
 
 
model-ensemble-category.py
model-ensemble-category.py
 
 
model-ensemble-lookback-compare-to-direct.py
model-ensemble-lookback-compare-to-direct.py
 
 
model-ensemble-lookback-predict.py
model-ensemble-lookback-predict.py
 
 
model-ensemble-lookback.py
model-ensemble-lookback.py
 
 
model-hmm.py
model-hmm.py
 
 
model-mef.ipynb
model-mef.ipynb
 
 
model-rnn-emission.ipynb
model-rnn-emission.ipynb
 
 
model-rnn-fuel.ipynb
model-rnn-fuel.ipynb
 
 
model-rnn-predict.py
model-rnn-predict.py
 
 
model-sidra.ipynb
model-sidra.ipynb
 
 
model-svr.py
model-svr.py
 
 
model-vtcpfm.ipynb
model-vtcpfm.ipynb
 
 
model-vtcpfm.py
model-vtcpfm.py
 
 
moves-add-link-specific-attribs.py
moves-add-link-specific-attribs.py
 
 
moves-prepare-input.py
moves-prepare-input.py
 
 
moves-rates-per-link-obd.py
moves-rates-per-link-obd.py
 
 
moves-rates-per-link-pems.py
moves-rates-per-link-pems.py
 
 
moves-reshape-sensor-output.py
moves-reshape-sensor-output.py
 
 
moves-update-input.py
moves-update-input.py
 
 
process-add-link-id.py
process-add-link-id.py
 
 
process-add-road-type.py
process-add-road-type.py
 
 
process-add-segment-id.py
process-add-segment-id.py
 
 
process-aggregate-test-lengths.py
process-aggregate-test-lengths.py
 
 
process-detrend-pems.py
process-detrend-pems.py
 
 
process-fuel-rate-to-js.py
process-fuel-rate-to-js.py
 
 
process-google-elevation.py
process-google-elevation.py
 
 
process-gps-heatmap.py
process-gps-heatmap.py
 
 
process-grade-from-altitude.py
process-grade-from-altitude.py
 
 
process-join-obd-pems.py
process-join-obd-pems.py
 
 
process-rates-to-kgs-and-js.py
process-rates-to-kgs-and-js.py
 
 
process-rates-to-mgm3.py
process-rates-to-mgm3.py
 
 
process-rdp.py
process-rdp.py
 
 
process-reverse-geocode.py
process-reverse-geocode.py
 
 

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phd

My PhD research codes on leveraging ML for vehicular energy and emission models (SVR, DNN, RNN, and Ensemble)

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My PhD research codes on leveraging ML for vehicular energy and emission models (SVR, DNN, RNN, and Ensemble)

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