Magento's first and only PredictionIO integration for machine learning personalised products.
OverviewBack to top
Personalised Products is a Magento 2 module that will serve realtime predicted suggestions for product up sells on the product page and complimentary suggestions for cross sells on the basket page.
- Amazon like functionality “Customers who viewed this product also viewed…” which are served in realtime using a PredictionIO server.
- Automatic enhanced cross sell functionality which recommends the complementary items which most user frequently buy at the same time with one or more items in the user’s basket.
- CLI utility to export existing store data to the PredictionIO server.
What is PredictionIO?
PredictionIO is an open source Machine Learning Server built on top of state-of-the-art open source stack for developers and data scientists create predictive engines for any machine learning task. PredictionIO can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Spray and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.
Before installing this module please ensure you have a PredictionIO server installed and setup ready to accept data. Personalised Products Magento module uses two PredictionIO engine templates, Complementary Purchase and Similar Product.
You can install PredictionIO from one of four different methods here.
Full documentation on how to install, configure and setup both PredictionIO and the Personalised Product Magento module can be found here.
Release NotesBack to top
- Compatible with CE: 2.0
- Stability: Stable Build
v1.1.0 - 2016-01-31
Added new documentation links
v1.0.0 - 2016-01-10
Final stable release
Varnish cache busting
v0.2.0 - 2015-12-22
Enterprise Edition Compatibility, now works with Target Rules (Rule Based Relations)
Fixes missing type hints
0.2.0rc - 2015-12-22
0.2.0 Release Candidate
v0.1.1 - 2015-12-21
Fixes product visibility on new collections for basket and product pages
Fixes product ID's being sent to PredictionIO from orders console command
v0.1.0 - 2015-12-17
First stable release
v1.0.0-alpha - 2015-12-11
This is the first alpha release.