Ecosyste.ms: Issues

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GitHub / mlr-org/mlr3mbo issues and pull requests

#148 - release: 0.2.3

Pull Request - State: closed - Opened by be-marc 14 days ago

#147 - Release mlr3mbo 0.2.3

Issue - State: open - Opened by be-marc 14 days ago

#146 - feat: bbotk async compatibility

Pull Request - State: closed - Opened by sumny 17 days ago

#145 - feat: add asynchronous decentralized bayesian optimization

Pull Request - State: open - Opened by be-marc 2 months ago - 1 comment

#144 - Missing values in acq_ei

Issue - State: closed - Opened by hududed 3 months ago - 3 comments

#143 - Reference point in MO

Issue - State: open - Opened by sumny 4 months ago
Labels: Priority: Medium, Type: Optimization

#142 - Extract multi-objective models

Issue - State: closed - Opened by hududed 4 months ago - 1 comment

#140 - default GPs are still somewhat unstable

Issue - State: open - Opened by sumny 5 months ago
Labels: Priority: High, Type: Enhancement

#139 - proposal for hook for loop function that allows plotting

Pull Request - State: closed - Opened by larskotthoff 5 months ago - 2 comments

#138 - Plots like for the example in mlrMBO?

Issue - State: closed - Opened by larskotthoff 5 months ago
Labels: Priority: Medium, Type: Enhancement

#137 - Autotuner with XGB

Issue - State: closed - Opened by fredho-42 5 months ago - 1 comment

#136 - check with new paradox

Pull Request - State: closed - Opened by mb706 6 months ago - 3 comments

#135 - multi-objective opt - Assertion on 'target' failed: Must have length 1

Issue - State: closed - Opened by hududed 7 months ago - 6 comments

#134 - log in archive if fallback learner of learner in surrogate was triggered

Issue - State: open - Opened by sumny 8 months ago
Labels: Priority: Medium, Type: Enhancement

#133 - Evaluation of initial design

Issue - State: open - Opened by sumny 8 months ago
Labels: Priority: High, Type: Optimization

#132 - feat: Update Surrogate a final time after the optimization process has finished

Pull Request - State: closed - Opened by sumny 8 months ago - 1 comment

#131 - Accessing fitted GP from Optimisation

Issue - State: open - Opened by dfalster 8 months ago - 6 comments

#130 - feat: input scaling of default_gp()

Pull Request - State: open - Opened by sumny 11 months ago

#129 - fix: AcqFunction domain construction respects Surrogate cols_x now

Pull Request - State: closed - Opened by sumny 11 months ago

#128 - feat: SamplerMbo

Pull Request - State: open - Opened by sumny 11 months ago

#126 - feat: add default_gp and default_rf

Pull Request - State: closed - Opened by sumny about 1 year ago

#125 - profile overhead and ram usage depending on different surrogate models and configurations

Issue - State: open - Opened by sumny about 1 year ago
Labels: Priority: Medium, Type: Question

#124 - think about adding an FAQ somewhere

Issue - State: open - Opened by sumny about 1 year ago
Labels: Type: Documentation

#123 - feat: add AcqFunctionSD

Pull Request - State: closed - Opened by sumny about 1 year ago

#122 - refactor: clean up and unify loop functions

Pull Request - State: closed - Opened by sumny about 1 year ago

#121 - perf: use sobol sequence as default initial design for all loop functions

Pull Request - State: closed - Opened by sumny about 1 year ago

#120 - BREAKING CHANGE: renaming _cols --> cols_ for consistency with bbotk

Pull Request - State: closed - Opened by sumny about 1 year ago

#119 - refactor: replace srlrnc by srlrn and upgrade features of srlrn

Pull Request - State: closed - Opened by sumny about 1 year ago

#118 - support more batched eval mechanisms

Issue - State: open - Opened by sumny about 1 year ago
Labels: Type: Enhancement

#117 - add more terminators

Issue - State: open - Opened by sumny about 1 year ago
Labels: Priority: Medium, Type: Enhancement

#116 - reiterate and extend vignette

Issue - State: open - Opened by sumny about 1 year ago
Labels: Type: Documentation

#115 - feat: add packages field to AcqFunction

Pull Request - State: closed - Opened by sumny over 1 year ago

#114 - feat: add AcqFunctionEHVI, AcqFunctionEHVIGH and bayesopt_emo

Pull Request - State: closed - Opened by sumny over 1 year ago

#113 - make EIPS automatically compatible with the current setup of tuning and metrics

Issue - State: open - Opened by sumny over 1 year ago
Labels: Priority: High, Type: Enhancement

#112 - BREAKING CHANGE: renamings default_loopfun -> default_loop_function, d…

Pull Request - State: closed - Opened by sumny over 1 year ago

#111 - update citation of mlr3book in vignette once this is published

Issue - State: open - Opened by sumny over 1 year ago - 1 comment
Labels: Priority: Low, Status: Blocked

#110 - increase usability through warnings and automatic sanity checks after optimization has finished

Issue - State: open - Opened by sumny over 1 year ago
Labels: Type: Enhancement

#108 - BREAKING CHANGE: revisited the design of how results are assigned

Pull Request - State: closed - Opened by sumny over 1 year ago

#107 - fix: fix_xdt_missing

Pull Request - State: closed - Opened by sumny over 1 year ago

#106 - fixt_xdt_missing is broken for logicals

Issue - State: closed - Opened by sumny over 1 year ago

#104 - fix: unloading removes optimizers and tuners from dictionaries

Pull Request - State: closed - Opened by sumny over 1 year ago

#103 - refactor: adapt to mlr3tuning 0.18.0

Pull Request - State: closed - Opened by be-marc over 1 year ago

#102 - assert that se predict_type can be set if acqfs require this

Issue - State: closed - Opened by sumny over 1 year ago
Labels: Priority: High

#101 - error running `acqf` in R colab

Issue - State: closed - Opened by hududed over 1 year ago - 1 comment

#100 - think about general human in the loop use cases and API

Issue - State: open - Opened by sumny over 1 year ago
Labels: Priority: Medium

#98 - creating objective function from a dataset

Issue - State: closed - Opened by hududed over 1 year ago - 7 comments

#97 - AcqOptimizer not behaving as expected when `skip_already_evaluated = FALSE`

Issue - State: closed - Opened by sumny over 1 year ago - 1 comment

#96 - feat: readd fixed AcqFunctionAEI; update EI docs, fix bibentreis

Pull Request - State: closed - Opened by sumny over 1 year ago

#95 - ci: new workflows

Pull Request - State: closed - Opened by be-marc over 1 year ago

#94 - cleanup after unloading

Issue - State: closed - Opened by sebffischer over 1 year ago

#93 - Update tic templates [ci-skip]

Pull Request - State: closed - Opened by pat-s over 1 year ago - 1 comment

#92 - feat: AcqFunctionTTEI

Pull Request - State: closed - Opened by sumny over 1 year ago - 1 comment

#91 - AcqFunctionAEI

Issue - State: closed - Opened by sumny over 1 year ago
Labels: Type: Enhancement

#89 - warn (or sth else) if custom loop function does not have attributes

Issue - State: closed - Opened by sebffischer over 1 year ago - 1 comment

#88 - Vignette

Pull Request - State: closed - Opened by sumny almost 2 years ago - 3 comments

#87 - Development changes ii

Pull Request - State: closed - Opened by sumny almost 2 years ago - 1 comment

#86 - Development changes

Pull Request - State: closed - Opened by sumny almost 2 years ago - 6 comments

#85 - Unify parameters

Issue - State: closed - Opened by sumny almost 2 years ago
Labels: Type: Question

#84 - BO's tuning result doesn't provide the best hyperparameter configuration?

Issue - State: closed - Opened by bblodfon almost 2 years ago - 5 comments

#83 - Update tic templates [ci-skip]

Pull Request - State: closed - Opened by pat-s almost 2 years ago - 1 comment

#82 - fix: learner dict is not populated

Pull Request - State: closed - Opened by sebffischer almost 2 years ago - 1 comment

#81 - ranger surrogate and rInfJack

Issue - State: closed - Opened by sumny almost 2 years ago - 1 comment

#80 - check `result_by_surrogate_design`

Issue - State: closed - Opened by sumny almost 2 years ago - 1 comment

#79 - args ab in optimizer and tuner

Issue - State: closed - Opened by sumny almost 2 years ago - 1 comment

#78 - Hard assert that all packages needed by surrogates, acqfun and acqopt are available

Issue - State: closed - Opened by sumny almost 2 years ago
Labels: Priority: High, Type: Optimization

#77 - Questions

Issue - State: closed - Opened by bblodfon almost 2 years ago - 4 comments

#76 - we should allow to hard switch safety nets off (try catch mechanisms) for easy debugging

Issue - State: closed - Opened by sumny almost 2 years ago
Labels: Priority: Medium, Type: Enhancement

#75 - allow for storing intermediate archive during optimization on disk

Issue - State: open - Opened by sumny almost 2 years ago - 1 comment
Labels: Type: Enhancement

#74 - Simple example fails to execute

Issue - State: closed - Opened by bblodfon about 2 years ago - 3 comments

#73 - random interleave for every bo flavor

Issue - State: closed - Opened by sumny about 2 years ago - 1 comment
Labels: Type: Enhancement

#72 - Load checkmate explicitly in tests

Pull Request - State: closed - Opened by pat-s over 2 years ago

#71 - feat: add label and man field

Pull Request - State: closed - Opened by be-marc over 2 years ago

#70 - Update tic templates [ci-skip]

Pull Request - State: closed - Opened by pat-s over 2 years ago

#69 - allow for separate domain of acqf

Issue - State: open - Opened by sumny over 2 years ago
Labels: Priority: Medium, Type: Enhancement

#68 - delayed initialization

Issue - State: open - Opened by sumny over 2 years ago
Labels: Priority: Medium, Type: Maintenance

#67 - prototype async mbo

Issue - State: open - Opened by sumny over 2 years ago - 2 comments
Labels: Priority: Low, Status: On Hold, Type: Enhancement

#66 - prettify printing of Optimizer and TunerMbo

Issue - State: closed - Opened by sumny over 2 years ago
Labels: Priority: Low, Type: Enhancement

#65 - check and unify variable names for d an k (domain codomain cardinality)

Issue - State: closed - Opened by sumny over 2 years ago
Labels: Priority: Medium, Type: Maintenance

#64 - minimal plotting capabilities

Issue - State: open - Opened by sumny over 2 years ago - 2 comments
Labels: Priority: Low, Priority: Medium, Type: Enhancement

#63 - feat: Add TunerMbo

Pull Request - State: closed - Opened by sumny over 2 years ago - 1 comment

#62 - The loop functions don't apply the parameter transformations

Issue - State: closed - Opened by sebffischer over 2 years ago - 1 comment

#61 - Add TunerMbo

Issue - State: closed - Opened by sebffischer over 2 years ago - 2 comments

#60 - AcquisitionFunctions call super$update() but it does nothing

Issue - State: closed - Opened by sebffischer over 2 years ago - 2 comments

#59 - some renamings

Issue - State: closed - Opened by sumny over 2 years ago
Labels: Priority: Medium, Type: Maintenance

#58 - Document bb_optimize version

Issue - State: closed - Opened by pfistfl over 2 years ago - 2 comments

#57 - additional tests

Issue - State: open - Opened by sumny over 2 years ago
Labels: Priority: Medium, Type: Maintenance

#56 - Minor Redesign

Pull Request - State: closed - Opened by sumny over 2 years ago

#55 - should we also always log mean and se predictions for surrogates

Issue - State: closed - Opened by sumny almost 3 years ago
Labels: Type: Question

#54 - dicts for stuff and sugar

Issue - State: closed - Opened by sumny almost 3 years ago
Labels: Priority: Medium, Type: Enhancement

#53 - private ParamSet for AcqFunctions

Issue - State: closed - Opened by sumny almost 3 years ago - 1 comment

#52 - documentation of AcqFunctions

Issue - State: closed - Opened by sumny almost 3 years ago - 1 comment

#51 - final result based on noisy vs deterministic tags

Issue - State: closed - Opened by sumny almost 3 years ago - 2 comments

#50 - general init design helper

Issue - State: closed - Opened by sumny almost 3 years ago - 1 comment

#49 - doc and cleanup

Issue - State: closed - Opened by sumny almost 3 years ago - 2 comments