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jakob-r committed Oct 23, 2020
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6 changes: 3 additions & 3 deletions README.Rmd
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# mlrMBO

Package website: [release](https://mlrmbo.mlr-org.com/) | [dev](https://mlr3mbo.mlr-org.com/dev)
Package website: [mlrmbo.mlr-org.com](https://mlrmbo.mlr-org.com/)

Model-based optimization with [mlr](https://github.com/mlr-org/mlr/).

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* Optimization of noisy objective functions
* Multi-Criteria optimization with approximated Pareto fronts
* Parallelization through multi-point batch proposals
* Parallelization on many parallel back-ends and clusters through [batchtools](https://github.com/mllg/batchtools) and [parallelMap](https://github.com/berndbischl/parallelMap)
* Parallelization on many parallel back-ends and clusters through [batchtools](https://github.com/mllg/batchtools) and [parallelMap](https://github.com/mlr-org/parallelMap)

For the *surrogate*, `mlrMBO` allows any regression learner from [`mlr`](https://github.com/mlr-org/mlr), including:

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Objective functions are created with package [smoof](https://github.com/jakobbossek/smoof), which also offers many test functions for example runs or benchmarks.

Parameter spaces and initial designs are created with package [ParamHelpers](https://github.com/berndbischl/ParamHelpers).
Parameter spaces and initial designs are created with package [ParamHelpers](https://github.com/mlr-org/ParamHelpers).


# How to Cite
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7 changes: 3 additions & 4 deletions README.md
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# mlrMBO

Package website: [release](https://mlrmbo.mlr-org.com/) |
[dev](https://mlr3mbo.mlr-org.com/dev)
Package website: [mlrmbo.mlr-org.com](https://mlrmbo.mlr-org.com/)

Model-based optimization with [mlr](https://github.com/mlr-org/mlr/).

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- Parallelization through multi-point batch proposals
- Parallelization on many parallel back-ends and clusters through
[batchtools](https://github.com/mllg/batchtools) and
[parallelMap](https://github.com/berndbischl/parallelMap)
[parallelMap](https://github.com/mlr-org/parallelMap)

For the *surrogate*, `mlrMBO` allows any regression learner from
[`mlr`](https://github.com/mlr-org/mlr), including:
Expand All @@ -78,7 +77,7 @@ Objective functions are created with package
test functions for example runs or benchmarks.

Parameter spaces and initial designs are created with package
[ParamHelpers](https://github.com/berndbischl/ParamHelpers).
[ParamHelpers](https://github.com/mlr-org/ParamHelpers).

# How to Cite

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