Ecosyste.ms: Issues

An open API service for providing issue and pull request metadata for open source projects.

GitHub / mlr-org/mlr3mbo issues and pull requests

#174 - docs: gracefully exit examples if Redis not available

Pull Request - State: closed - Opened by sumny 9 days ago

#173 - perf: speed up surrogate predictions

Pull Request - State: open - Opened by sumny 11 days ago - 2 comments

#171 - Drop old paradox compatibility leftovers

Issue - State: open - Opened by sumny 12 days ago
Labels: Priority: Medium, Type: Maintenance

#170 - Decay of acquisition functions

Issue - State: open - Opened by sumny 15 days ago
Labels: Priority: Medium, Type: Enhancement

#169 - restructure OptimizerMbo and OptimizerAsyncMbo

Issue - State: open - Opened by sumny 15 days ago
Labels: Priority: Medium, Type: Enhancement, Type: Maintenance

#168 - refactor: pass extra information of the result in the extra parameter

Pull Request - State: closed - Opened by be-marc about 1 month ago

#167 - Default configuration should capture errors

Issue - State: open - Opened by sebffischer about 1 month ago - 2 comments

#166 - release: 0.2.6

Pull Request - State: closed - Opened by be-marc about 1 month ago

#165 - Release mlr3mbo 0.2.6

Issue - State: closed - Opened by be-marc about 1 month ago

#164 - refactor: extract internal tuned values in instance

Pull Request - State: closed - Opened by be-marc about 2 months ago - 2 comments

#163 - Error when using `regr.xgboost` with early stopping

Issue - State: closed - Opened by jemus42 about 2 months ago - 1 comment

#162 - release: 0.2.5

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

#161 - Release mlr3mbo 0.2.5

Issue - State: closed - Opened by be-marc 2 months ago - 1 comment

#160 - Error in vignettes: `Error: missing value where TRUE/FALSE needed`

Issue - State: closed - Opened by barracuda156 3 months ago - 2 comments

#159 - compatibility: mlr3 0.21.0

Pull Request - State: closed - Opened by be-marc 3 months ago - 1 comment

#158 - docs: remove vignette, point to book, update README

Pull Request - State: closed - Opened by sumny 3 months ago

#156 - $update method of acquisition functions should be better documented

Issue - State: open - Opened by berndbischl 3 months ago
Labels: Priority: Low, Type: Documentation

#155 - it seems weird that ACQF has param"packages"?

Issue - State: closed - Opened by berndbischl 3 months ago - 1 comment

#154 - feat: allow EI to be adjusted by epsilon to strengthen exploration

Pull Request - State: closed - Opened by sumny 4 months ago

#153 - feat: support callbacks in AcqOptimizer

Pull Request - State: closed - Opened by sumny 4 months ago

#152 - callbacks for acquisition function optimization

Issue - State: closed - Opened by sumny 4 months ago - 1 comment
Labels: Priority: Medium, Type: Enhancement

#151 - mlr3mbo 0.2.3 replacements for Archive

Issue - State: closed - Opened by hududed 4 months ago - 4 comments

#150 - release: 0.2.4

Pull Request - State: closed - Opened by be-marc 5 months ago

#149 - Release mlr3mbo 0.2.4

Issue - State: closed - Opened by be-marc 5 months ago - 1 comment

#148 - release: 0.2.3

Pull Request - State: closed - Opened by be-marc 5 months ago

#147 - Release mlr3mbo 0.2.3

Issue - State: closed - Opened by be-marc 5 months ago

#146 - feat: bbotk async compatibility

Pull Request - State: closed - Opened by sumny 5 months ago

#145 - feat: add asynchronous decentralized bayesian optimization

Pull Request - State: closed - Opened by be-marc 7 months ago - 3 comments

#144 - Missing values in acq_ei

Issue - State: closed - Opened by hududed 8 months ago - 3 comments

#143 - Reference point in MO

Issue - State: open - Opened by sumny 9 months ago
Labels: Priority: Medium, Type: Optimization

#142 - Extract multi-objective models

Issue - State: closed - Opened by hududed 9 months ago - 1 comment

#141 - Evaluating an initial design while providing a callback causes errors from unrelated callback

Issue - State: open - Opened by larskotthoff 10 months ago - 3 comments
Labels: Priority: Low, Type: Documentation

#140 - default GPs are still somewhat unstable

Issue - State: open - Opened by sumny 10 months ago
Labels: Priority: High, Type: Enhancement

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

Pull Request - State: closed - Opened by larskotthoff 10 months ago - 2 comments

#138 - Plots like for the example in mlrMBO?

Issue - State: closed - Opened by larskotthoff 10 months ago
Labels: Priority: Medium, Type: Enhancement

#137 - Autotuner with XGB

Issue - State: closed - Opened by fredho-42 10 months ago - 1 comment

#136 - check with new paradox

Pull Request - State: closed - Opened by mb706 11 months ago - 3 comments

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

Issue - State: closed - Opened by hududed 12 months ago - 6 comments

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

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

#133 - Evaluation of initial design

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

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

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

#131 - Accessing fitted GP from Optimisation

Issue - State: closed - Opened by dfalster about 1 year ago - 6 comments

#130 - feat: input scaling of default_gp()

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

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

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

#128 - feat: SamplerMbo

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

#126 - feat: add default_gp and default_rf

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

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

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

#124 - think about adding an FAQ somewhere

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

#123 - feat: add AcqFunctionSD

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

#122 - refactor: clean up and unify loop functions

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

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

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

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

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

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

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

#118 - support more batched eval mechanisms

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

#117 - add more terminators

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

#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: Medium, 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: closed - Opened by sumny over 1 year ago - 2 comments
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: Priority: Medium, 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 almost 2 years ago
Labels: Priority: High

#101 - error running `acqf` in R colab

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

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

Issue - State: open - Opened by sumny almost 2 years ago
Labels: Priority: Medium

#98 - creating objective function from a dataset

Issue - State: closed - Opened by hududed almost 2 years ago - 7 comments

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

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

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

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

#95 - ci: new workflows

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

#94 - cleanup after unloading

Issue - State: closed - Opened by sebffischer almost 2 years ago

#93 - Update tic templates [ci-skip]

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

#92 - feat: AcqFunctionTTEI

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

#91 - AcqFunctionAEI

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

#90 - deep clone of surrogate does not do a deep clone of archive

Issue - State: closed - Opened by sebffischer about 2 years ago

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

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

#88 - Vignette

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

#87 - Development changes ii

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

#86 - Development changes

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

#85 - Unify parameters

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

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

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

#83 - Update tic templates [ci-skip]

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

#82 - fix: learner dict is not populated

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

#81 - ranger surrogate and rInfJack

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

#80 - check `result_by_surrogate_design`

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

#79 - args ab in optimizer and tuner

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

#77 - Questions

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

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

Issue - State: closed - Opened by sumny over 2 years ago - 2 comments
Labels: Type: Enhancement