Entity Embedding with LSTM for Time-Series

Demonstration of using LSTM for forecasting with structured time-series data, containing categorical and numerical features.

Notebook

Time Series and Entity Embedding Network

Dataset

The dataset for air quality estimation (i.e., SO2 Concentration forecasting) is available in this repository.