A 'first principles' implementation of a simple neural network to predict daily bike rental ridership. Manually implement forward pass and back propagation.
- In subdir
Bike-Sharing-Dataset
from Laboratory of Artificial Intelligence and Decision Support (LIAAD), University of Porto. - Dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. Description of format is in Readme.txt.
code.ipynb
(Jupyter notebook)
- Testing and output for the dataset is inline in the notebook