Trevor Grant created MAHOUT-1932:
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Summary: Interchangeable Solvers
Key: MAHOUT-1932
URL: https://issues.apache.org/jira/browse/MAHOUT-1932
Project: Mahout
Issue Type: Improvement
Components: Algorithms
Affects Versions: 0.13.0
Reporter: Trevor Grant
Currently all algorithms are solving 'closed' form.
It would be good to create open form solvers and optionally invoke them.
Two such solvers are Stochastic Gradient Descent, and Genetic Algorithms.
An abstract solver trait, and implementations of at least these two solving
mechanisms (to avoid bias in choosing what to include/not include in the Solver
trait).
Refactoring current algorithms to accept optional Solver.
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