MOE (Metric Optimization Engine) Review

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Review of MOE (Metric Optimization Engine) powered by the Slant community.

Black-box optimization for large organizations with a client-server architecture.

SpecsUpdate

Quasi Random SearchNo

Pypi PackageClient only (use Docker for server)

Bayesian Optimization SearchYes

Continuous VariablesYes

CMAES SearchNo

Grid SearchNo

MOCMAES SearchNo

Evaluation Cost Sensitive SearchNo

Random SearchNo

Ranked in these QuestionsQuestion Ranking

What are the best Python hyperparameter optimization frameworks?

Pros

Pro
Allows optimization as a service

Includes REST endpoints - each of which has a pretty UI wrapper for informal experimentation.

Pro
Supported by Yelp

Backing by a large company means less chance of the project becoming abandoned and higher-quality code since people work on it as part of their jobs rather than as a hobby.

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4.7 star rating

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