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mlr3mbo
Flexible Bayesian Optimization in R
https://mlr3mbo.mlr-org.com
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docs: remove vignette, point to book, update README
#158
sumny
closed
2 days ago
0
feat: add AcqFunctionMulti that can wrap multiple acquisition functions resulting in a multi-objective acquisition function problem
#157
sumny
closed
1 week ago
0
$update method of acquisition functions should be better documented
#156
berndbischl
opened
1 week ago
0
it seems weird that ACQF has param"packages"?
#155
berndbischl
closed
1 week ago
1
feat: allow EI to be adjusted by epsilon to strengthen exploration
#154
sumny
closed
2 weeks ago
0
feat: support callbacks in AcqOptimizer
#153
sumny
closed
2 weeks ago
0
callbacks for acquisition function optimization
#152
sumny
closed
2 weeks ago
1
mlr3mbo 0.2.3 replacements for Archive
#151
hududed
closed
3 weeks ago
4
release: 0.2.4
#150
be-marc
closed
2 weeks ago
0
Release mlr3mbo 0.2.4
#149
be-marc
closed
2 weeks ago
1
release: 0.2.3
#148
be-marc
closed
2 months ago
0
Release mlr3mbo 0.2.3
#147
be-marc
closed
1 month ago
0
feat: bbotk async compatibility
#146
sumny
closed
2 months ago
0
feat: add asynchronous decentralized bayesian optimization
#145
be-marc
opened
4 months ago
4
Missing values in acq_ei
#144
hududed
closed
4 months ago
3
Reference point in MO
#143
sumny
opened
5 months ago
0
Extract multi-objective models
#142
hududed
closed
5 months ago
1
Evaluating an initial design while providing a callback causes errors from unrelated callback
#141
larskotthoff
opened
6 months ago
3
default GPs are still somewhat unstable
#140
sumny
opened
6 months ago
0
proposal for hook for loop function that allows plotting
#139
larskotthoff
closed
6 months ago
2
Plots like for the example in mlrMBO?
#138
larskotthoff
closed
5 months ago
0
Autotuner with XGB
#137
fredho-42
closed
5 months ago
1
check with new paradox
#136
mb706
closed
6 months ago
3
multi-objective opt - Assertion on 'target' failed: Must have length 1
#135
hududed
closed
8 months ago
6
log in archive if fallback learner of learner in surrogate was triggered
#134
sumny
closed
1 week ago
0
Evaluation of initial design
#133
sumny
opened
9 months ago
0
feat: Update Surrogate a final time after the optimization process has finished
#132
sumny
closed
10 months ago
1
Accessing fitted GP from Optimisation
#131
dfalster
closed
1 week ago
6
feat: input scaling of default_gp()
#130
sumny
closed
1 week ago
1
fix: AcqFunction domain construction respects Surrogate cols_x now
#129
sumny
closed
1 year ago
0
feat: SamplerMbo
#128
sumny
opened
1 year ago
0
feat: support more than one candidate point as a result of acquisition function optimization
#127
sumny
closed
1 year ago
1
feat: add default_gp and default_rf
#126
sumny
closed
1 year ago
0
profile overhead and ram usage depending on different surrogate models and configurations
#125
sumny
closed
1 week ago
0
think about adding an FAQ somewhere
#124
sumny
opened
1 year ago
1
feat: add AcqFunctionSD
#123
sumny
closed
1 year ago
0
refactor: clean up and unify loop functions
#122
sumny
closed
1 year ago
0
perf: use sobol sequence as default initial design for all loop functions
#121
sumny
closed
1 year ago
0
BREAKING CHANGE: renaming _cols --> cols_ for consistency with bbotk
#120
sumny
closed
1 year ago
0
refactor: replace srlrnc by srlrn and upgrade features of srlrn
#119
sumny
closed
1 year ago
0
support more batched eval mechanisms
#118
sumny
opened
1 year ago
0
add more terminators
#117
sumny
opened
1 year ago
0
reiterate and extend vignette --> remove vignette, reference book (think about extending), highlight stuff in README
#116
sumny
opened
1 year ago
0
feat: add packages field to AcqFunction
#115
sumny
closed
1 year ago
0
feat: add AcqFunctionEHVI, AcqFunctionEHVIGH and bayesopt_emo
#114
sumny
closed
1 year ago
0
make EIPS automatically compatible with the current setup of tuning and metrics
#113
sumny
opened
1 year ago
0
BREAKING CHANGE: renamings default_loopfun -> default_loop_function, d…
#112
sumny
closed
1 year ago
0
update citation of mlr3book in vignette once this is published
#111
sumny
closed
2 weeks ago
2
increase usability through warnings and automatic sanity checks after optimization has finished
#110
sumny
opened
1 year ago
0
BREAKING CHANGE: renamed model field of Surrogate, SurrogateLearner and SurrogateLearnerCollection to learner
#109
sumny
closed
1 year ago
0
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