Apache PredictionIO Template Recommender

Clone this repo:
  1. 7dd5d6f 0.12.0-incubating release by shimamoto · 7 months ago develop
  2. 044f842 Fix use of case class by Naoki Takezoe · 10 months ago
  3. 5cadb5e closes apache/incubator-predictionio-template-recommender#17 by Naoki Takezoe · 1 year ago
  4. fab31fb add checkpoint parameters by Shinsuke Sugaya · 1 year ago
  5. 7a96540 0.11.0-incubating release by Donald Szeto · 1 year, 1 month ago v0.11.0-incubating

Recommendation Template

Documentation

Please refer to http://predictionio.incubator.apache.org/templates/recommendation/quickstart/.

Versions

v0.12.0-incubating

  • Bump version number to track PredictionIO version
  • Sets default build targets according to PredictionIO
  • Add checkpoint parameters
  • Fix warnings and use of case class

v0.11.0-incubating

  • Bump version number to track PredictionIO version
  • Rename Scala package name
  • Update SBT version
  • Fix typo

v0.4.0

  • Compatible with Apache PredictionIO 0.10.0-incubating

v0.3.2

  • Fix incorrect top items in batchPredict() (issue #5)

v0.3.1

  • Add Evaluation module and modify DataSource for it

v0.3.0

  • update for PredictionIO 0.9.2, including:

    • use new PEventStore API
    • use appName in DataSource parameter

v0.2.0

  • update build.sbt and template.json for PredictionIO 0.9.2

v0.1.2

  • update for PredictionIO 0.9.0

v0.1.1

  • Persist RDD to memory (.cache()) in DataSource for better performance and quick fix for new user/item ID BiMap error issue.

v0.1.0

  • initial version
  • known issue:
    • If importing new events of new users/itesm during training, the new user/item id can't be found in the BiMap.