Esri-LSTM Project

This repo is a documentation for GPS Tech Team's work on Esri's GIS event sequence data. The goal is to get a working predictor for the 1.46GB dataset.

The Repo includes following components:

Notebooks:

1. Notebook to preprocess the dataset and get n-item sequence
2. Notebook to downsize categorical features, perform EDA, and train LSTM model
3. Notebook to submit machine learning training job to cluster

Code:

1. Pipeline for training in Azure Machine Learning Studio, with custom metric logs