Skip to content

Optimizer Overhaul

New issue
Open
No due date
Last updated Jun 1, 2025
100% complete

List view

0 issues of 14 selected

  • feat: Add support checks for optimizers

    enhancementNew feature or request
    help wantedExtra attention is needed
    Status: Closed (abandoned).
    automl/nepsnumber 206
    #206 In automl/neps;
    · by Meganton was closed on Apr 27, 2025

  • Priorband: Defining default value + default_confidence for fidelity parameter

    questionFurther information is requested
    Status: Closed (completed).
    #101 In automl/neps;
    · by danrgll was closed on Apr 14, 2025

  • [Doc] Using priors should have its own doc-page

    documentationImprovements or additions to documentation
    Status: Closed (completed).
    #99 In automl/neps;
    · by eddiebergman was closed on Apr 1, 2025

  • Custom searcher ignoring max_cost_total

    bugSomething isn't working
    Status: Closed (completed).
    #75 In automl/neps;
    · by danrgll was closed on Apr 8, 2025

  • [Optimizers] Programmatic access to Optimizer's capabilities/requirements

    ciSomething related to the CI system
    uxSomething that would improve user experience
    Status: Not planned (skipped).
    #119 In automl/neps;
    · by eddiebergman was closed on May 13, 2025

  • [Internal API] <code>user_priors</code>, <code>use_priors</code>, <code>disable_priors</code>

    uxSomething that would improve user experience
    Status: Closed (completed).
    #110 In automl/neps;
    · by eddiebergman was closed on Apr 1, 2025

  • [Optimizers] Make all available optimizers through a "string" be instatiable without kwargs

    uxSomething that would improve user experience
    Status: Closed (completed).
    #118 In automl/neps;
    · by eddiebergman was closed on Apr 1, 2025

  • [Optimizers] <code>"kde"</code> doesn't exists for surrogate model

    Status: Closed (completed).
    #121 In automl/neps;
    · by eddiebergman was closed on Apr 1, 2025

  • [API] Requesting a formal <code>ask()</code> and <code>tell()</code> interface

    Status: Closed (completed).
    #31 In automl/neps;
    · by eddiebergman was closed on Apr 1, 2025

  • [Testing] Update parametrized testing to use .supports attribute of optimizers

    ciSomething related to the CI system
    Status: Closed (completed).
    #207 In automl/neps;
    · by Meganton was closed on Apr 14, 2025

  • [Examples] Enhance examples with standalone clear usage comments for immediate understanding without prior docs familiarization

    Status: Closed (completed).
    #57 In automl/neps;
    · by danrgll was closed on May 20, 2025

  • [Optimizer] Multi-fidelity algorithms should explicitly check for a fidelity parameter

    uxSomething that would improve user experience
    Status: Closed (completed).
    #120 In automl/neps;
    · by eddiebergman was closed on May 20, 2025

  • Enhancing Flexibility in Priorband Usage: Allowing Partial Knowledge Without Mandatory Default Parameters

    enhancementNew feature or request
    good first issueGood for newcomers
    Status: Closed (completed).
    #28 In automl/neps;
    · by danrgll was closed on May 26, 2025

  • [Optimizers] Multifidelity algorithms should check for <code>min_budget == 0</code>

    Status: Closed (completed).
    #123 In automl/neps;
    · by eddiebergman was closed on Jun 1, 2025
    •