Implementation of paper Deep and Confident Prediction for Time Series at Uber in PyTorch using the Metro Interstate Traffic Volume dataset.
We make use of the implementation of variational dropout from keitakurita/Better_LSTM_PyTorch.
The first four notebooks work up to the full implementation in notebook 5.
numpy
pandas
torch
tqdm
matplotlib