DEPRECATED

TWXML_UI

ThingWorx Machine Learning Experimental UI for Workers

Notes

This is a personal experimental project started long time ago and never completed for several reasons.

Not sure if it works today because I am not aware anymore on ThingWorx Machine Learning.

Personally, this project is out of maintenance.

Not sure it works as today.

Introduction

ThingWorx Machine Learning is a powerful advanced and predictive analytics engine for ThingWorx developers. Few know how to create, operationalize, and maintain advanced and predictive intelligence. That's why we've built powerful machine learning technology inside the ThingWorx platform – to automate these complex processes.

ThingWorx Machine Learning enables developers to easily:

Build solutions that include predictive analytics
Scale advanced analytics to the largest datasets
Integrate proactive intelligence into any ThingWorx-powered solution

all without having to be an expert in data science or complex mathematics.

Further information are available on the Official ThingWorx Web Site

What this project is about?

The goal of this project is to provide an easy and fast tool to start any kind of project with ThingWorx Machine Learning as a standalone advanced analytic engine. Be focused on the job, learn more on ThingWorx Machine Learning doing your job and avoid wasted time.

So it lets you:

read the API documentation in order to understand how you need to start
avoid using Postman for calling the ThigWorx ML REST APIs
avoid wasting time for fixing the REST API body instead of focusing on what you are trying to achieve in terms of analytics
look for a single and easy way to understand the meaning of input parameters
...

Features

HTML5 user interface built with ExpressJS, Bootstrap and JQuery
Inline help for input fields
Live form validation
Auto-detect analysis goals
Easy creation of Filters and reuse of them in other jobs
Check jobs status with one click
Retrieve job results with one click
Glossary:
- Add, update or delete entries editing the app_server/public/glossary_dictionary.json file

Current version (v.0.2.0) doesn't fully cover TWXML APIs: Postman or similar are still required if you want to do something like:

Filters creations and usage
Scoring
Prescriptive job and results
Predictive evaluation

Next version will include additional features. Remember that you can always add features and share with the team :-)

How to use it?

Please refer to the HOWTO.md file into the docs folder

Disclaimer

This is not an official PTC or ThingWorx solution. It's a personal development on top of ThingWorx Machine Learning. PTC and ThingWorx are not responsible for it.

PTC, the PTC logo, ThingWorx and the ThingWorx logo are trademarks or registered trademarks of PTC Inc. or its subsidiaries in the United States and in other countries.