pnsingh/TimeSeriesPatterns

A first look into several time series datasets from quandl (namely top tech companies stock close prices) and an attempt to find patterns in such series using de-noising and data compression via variational autoencoders. Exploring the possibility of clustering/creating classes using GMM akin to the MNIST dataset.

Jupyter Notebook