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https://issues.apache.org/jira/browse/SPARK-18408?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yun Ni updated SPARK-18408:
---------------------------
Description:
As the first improvements to current LSH Implementations, we are planning to do
the followings:
- Change output schema to {{Array of Vector}} instead of {{Vectors}}
- Use {{numHashTables}} as the dimension of {{Array}} and {{numHashFunctions}}
as the dimension of {{Vector}}
- Rename {{RandomProjection}} to {{BucketedRandomProjectionLSH}}, {{MinHash}}
to {{MinHashLSH}}
- Make randUnitVectors/randCoefficients private
- Make Multi-Probe NN Search and {{hashDistance}} private for future discussion
was:
As the first improvements to current LSH Implementations, we are planning to do
the followings:
- Change output schema to {{Array of Vector}} instead of {{Vectors}}
- Use {{numHashTables}} as the dimension of {{Array}} and {{numHashFunctions}}
as the dimension of {{Vector}}
- Rename {{RandomProjection}} to {{BucketedRandomProjectionLSH}}, {{MinHash}}
to {{MinHashLSH}}
- Make randUnitVectors/randCoefficients private
> API Improvements for LSH
> ------------------------
>
> Key: SPARK-18408
> URL: https://issues.apache.org/jira/browse/SPARK-18408
> Project: Spark
> Issue Type: Improvement
> Reporter: Yun Ni
>
> As the first improvements to current LSH Implementations, we are planning to
> do the followings:
> - Change output schema to {{Array of Vector}} instead of {{Vectors}}
> - Use {{numHashTables}} as the dimension of {{Array}} and
> {{numHashFunctions}} as the dimension of {{Vector}}
> - Rename {{RandomProjection}} to {{BucketedRandomProjectionLSH}},
> {{MinHash}} to {{MinHashLSH}}
> - Make randUnitVectors/randCoefficients private
> - Make Multi-Probe NN Search and {{hashDistance}} private for future
> discussion
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