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Posted to dev@submarine.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2020/03/19 05:15:00 UTC

[jira] [Work logged] (SUBMARINE-427) [SDK] Add Neural Factorization Machine model

     [ https://issues.apache.org/jira/browse/SUBMARINE-427?focusedWorklogId=405955&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-405955 ]

ASF GitHub Bot logged work on SUBMARINE-427:
--------------------------------------------

                Author: ASF GitHub Bot
            Created on: 19/Mar/20 05:14
            Start Date: 19/Mar/20 05:14
    Worklog Time Spent: 10m 
      Work Description: pingsutw commented on pull request #238: SUBMARINE-427. [SDK] Add Neural Factorization Machine model
URL: https://github.com/apache/submarine/pull/238
 
 
   ### What is this PR for?
   Add TensorFlow implementation of [Neural Factorization Machine](https://arxiv.org/pdf/1708.05027.pdf) model
   There are some common tf layer in ctr model, put common layer to core.py
   make code concise and development flexible
   
   (will refactor deepfm and fm in next Jira ticket)
   
   ### What type of PR is it?
   [Improvement]
   
   ### Todos
   * [ ] - Task
   
   ### What is the Jira issue?
   https://issues.apache.org/jira/browse/SUBMARINE-427
   
   ### How should this be tested?
   https://github.com/pingsutw/hadoop-submarine/actions/runs/58067991
   https://travis-ci.org/github/pingsutw/hadoop-submarine/builds/663851273
   
   ### Screenshots (if appropriate)
   
   ### Questions:
   * Does the licenses files need update? No
   * Is there breaking changes for older versions? No
   * Does this needs documentation? No
   
 
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Issue Time Tracking
-------------------

            Worklog Id:     (was: 405955)
    Remaining Estimate: 0h
            Time Spent: 10m

> [SDK] Add Neural Factorization Machine model
> --------------------------------------------
>
>                 Key: SUBMARINE-427
>                 URL: https://issues.apache.org/jira/browse/SUBMARINE-427
>             Project: Apache Submarine
>          Issue Type: Sub-task
>          Components: SDK
>            Reporter: Kevin Su
>            Assignee: Kevin Su
>            Priority: Minor
>              Labels: pull-request-available
>             Fix For: 0.4.0
>
>          Time Spent: 10m
>  Remaining Estimate: 0h
>
> Add TensorFlow implementation of Neural Factorization Machine model
> [[SIGIR 2017][Neural Factorization Machines for Sparse Predictive Analytics|https://arxiv.org/pdf/1708.05027.pdf]



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