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https://issues.apache.org/jira/browse/MADLIB-1316?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Frank McQuillan closed MADLIB-1316.
-----------------------------------
Resolution: Fixed
> Simplify madlib_keras_predict interface
> ---------------------------------------
>
> Key: MADLIB-1316
> URL: https://issues.apache.org/jira/browse/MADLIB-1316
> Project: Apache MADlib
> Issue Type: Improvement
> Components: Deep Learning
> Reporter: Nandish Jayaram
> Priority: Major
> Fix For: v1.16
>
>
> The interface for `madlib_keras_predict()` is currently more complex than
> necessary. The following params that are currently needed can be inferred
> from model/model_summary table:
> 1. `model_arch_table`
> 2. `model_arch_id`
> 3. `compile_params`
> These params are passed to `madlib_keras_fit()`, and we should just store
> them in the model output summary table. Any model we learn in fit is very
> specific to these params and they should not be changed while calling predict
> anyway.
> The following proposed predict interface is simpler and sufficient:
> {code}
> madlib_keras_predict(
> model_table VARCHAR,
> test_table VARCHAR,
> id_col VARCHAR,
> independent_varname VARCHAR,
> output_table VARCHAR
> pred_type VARCHAR
> )
> {code}
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