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ThinkBigAnalytics / AoaDemoModels

This repository contains the example / demo models for Teradata AnalyticOps (ModelOps). The goal of these examples is to provide a simple reference implementation for users and not to provide a detailed data science example for each use case. We provide both Python and R examples along with Classification and Regression model types.
BSD 3-Clause "New" or "Revised" License
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Add R example model with RShiny app that uses it #72

Open dartov opened 3 years ago

dartov commented 3 years ago

The idea is to have an example together with RShiny app in model code. We will provide additional Deployment Engine logic to deploy it as proper Shiny App, at the moment we are looking for relatable example of model and the app that uses it.

cwiebe18 commented 3 years ago

Can we use the PAMalyser app, which is an R/Shiny app that demonstrates the results of a predictive asset maintenance model. More specifically, this app takes you through various data exhibits, allows you to upload from a selection of datasets, computes 3 asset survival models, and then scores existing assets on that basis. THere's a nice workflow, and we extended the app 2 years ago to make it more covalent-ish looking, as well as adding sensor based asset monitoring (e.g. a fleet of trucks).

It's still very basic, but this app will be invested in with a 2nd wave of Global Services investments (Connected Assets), and so it woudl be good to start planning now for it. I believe we have the code is in this git:  https://consulting-github.teradata.com/Vantage-Demos/Demos Docker R Shiny app.  There is a sales support Teams site (search "PAM - Sales Support") where all the current assets, script, links, etc can be found

Contact me for details