trafficData

Utilizes the National Household Travel Survey dataset to make predictions on traffic congestion, vehicle ownership, etc...

Also shows the results of Transfer Learning between different states data through a similarity matrix.

How to use:

Download the data in csv format from

Preprocess States.ipynb

aggregated_Transfer_Learning.ipynb

trafficStatistics.ipynb includes statistics about taxi data, like most popular times, mode, mean, etc...

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
Feedforward without processing.ipynb		Feedforward without processing.ipynb
NHST Preprocessing.ipynb		NHST Preprocessing.ipynb
Preprocess States.ipynb		Preprocess States.ipynb
README.md		README.md
TransferLearning_MAtoCA.ipynb		TransferLearning_MAtoCA.ipynb
aggregated_Transfer_Learning.ipynb		aggregated_Transfer_Learning.ipynb
splitDataByState.ipynb		splitDataByState.ipynb
trafficStatistics.ipynb		trafficStatistics.ipynb