Nikita Ivanov created IGNITE-1251:
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Summary: Develop a library of distributed data types for ML
applications.
Key: IGNITE-1251
URL: https://issues.apache.org/jira/browse/IGNITE-1251
Project: Ignite
Issue Type: Task
Components: data structures
Reporter: Nikita Ivanov
Assignee: Nikita Ivanov
Essentially, we want to make Ignite as friendly to ML application as possible.
The first step here is to develop a set of basic (distributed) data structures
that can be used in implementing ML algorithms.
We should borrow most of the ideas from the great Apache Spark project:
https://spark.apache.org/docs/latest/mllib-data-types.html Our implementation
should be based on Ignite data grid / compute grid capabilities (instead of
Spark RDD concept).
Implementation language should be Java (as well as making sure that these Java
APIs can be used relatively pain-free from other JVM-based languages such as
Scala and Groovy).
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