Discussion: the feasubility of using open source hyperparameter optimization tools and SQLAlchemy to automatically tune database performance

This page summarizes the projects mentioned and recommended in the original post on /r/PostgreSQL
Python Machine Learning Parallel Distributed hyperparameter-optimization

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  • hyperopt

    Distributed Asynchronous Hyperparameter Optimization in Python

  • optuna

    A hyperparameter optimization framework

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  • pg_plan_advsr

    PostgreSQL extension for automated execution plan tuning

    • Something along the lines of https://github.com/ossc-db/pg_plan_advsr sounds more promising.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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