Deploying machine learning models example

This repo includes non-productive example code for illustration purposes.

artifact	description
module-pipeline	The module containing the common pipeline artefacts
module-pipeline-rest	The module providing a rest server to serve pipelines
module-ingestion-housedata	The module containing the ingestion app to generate the raw dataset used in the examples. Please consider that the required train.csv file (Ames Housing dataset) is not part of this project. The Ames Housing dataset may be downloaded from here: https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data
module-pipeline-estimate-houseprice	The module containing the house pipeline model and transformers
bash scripts	The example bash scripts to train, build and run the house estimation pipleline

Prerequisites for Installation

grro/ml_deploy