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README.md

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Status](https://api.travis-ci.org/AnotherSamWilson/ParBayesianOptimization.svg)](https://travis-ci.org/AnotherSamWilson/ParBayesianOptimization)
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[![CRAN\_Status\_Badge](http://www.r-pkg.org/badges/version/ParBayesianOptimization)](https://CRAN.R-project.org/package=ParBayesianOptimization)
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[![DEV\_Version\_Badge](https://img.shields.io/badge/Dev-1.2.5-blue.svg)](https://CRAN.R-project.org/package=ParBayesianOptimization)
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[![CRAN\_Downloads](https://cranlogs.r-pkg.org/badges/ParBayesianOptimization)](https://CRAN.R-project.org/package=ParBayesianOptimization)
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[![CRAN\_Downloads](https://cranlogs.r-pkg.org/badges/grand-total/mltools)](https://CRAN.R-project.org/package=ParBayesianOptimization)
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[![Coverage
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Status](https://codecov.io/gh/AnotherSamWilson/ParBayesianOptimization/branch/master/graph/badge.svg)](https://codecov.io/gh/AnotherSamWilson/ParBayesianOptimization/branch/master)
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``` r
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optObj$scoreSummary
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#> Epoch Iteration max_depth min_child_weight subsample gpUtility acqOptimum inBounds Elapsed Score nrounds errorMessage
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#> 1: 0 1 2 1.670129 0.7880670 NA FALSE TRUE 0.13 0.9777163 2 NA
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#> 1: 0 1 2 1.670129 0.7880670 NA FALSE TRUE 0.14 0.9777163 2 NA
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#> 2: 0 2 2 14.913213 0.8763154 NA FALSE TRUE 0.33 0.9763760 15 NA
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#> 3: 0 3 4 18.833690 0.3403900 NA FALSE TRUE 0.44 0.9931657 18 NA
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#> 3: 0 3 4 18.833690 0.3403900 NA FALSE TRUE 0.43 0.9931657 18 NA
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#> 4: 0 4 4 8.639925 0.5499186 NA FALSE TRUE 0.23 0.9981437 7 NA
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#> 5: 1 5 4 21.871937 1.0000000 0.5857961 TRUE TRUE 0.11 0.9945933 1 NA
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#> 6: 2 6 4 0.000000 0.9439879 0.6668303 TRUE TRUE 0.24 0.9990567 7 NA
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#> 5: 1 5 4 21.871937 1.0000000 0.5857961 TRUE TRUE 0.12 0.9945933 1 NA
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#> 6: 2 6 4 0.000000 0.9439879 0.6668303 TRUE TRUE 0.25 0.9990567 7 NA
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#> 7: 3 7 5 1.395119 0.7071802 0.2973497 TRUE TRUE 0.18 0.9984577 4 NA
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#> 8: 4 8 5 0.000000 0.2500000 0.3221660 TRUE TRUE 0.28 0.9994020 10 NA
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#> 8: 4 8 5 0.000000 0.2500000 0.3221660 TRUE TRUE 0.32 0.9994020 10 NA
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```
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``` r
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``` r
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tWithPar
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#> user system elapsed
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#> 0.92 0.02 7.39
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#> 0.99 0.03 7.91
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tNoPar
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#> user system elapsed
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#> 23.14 2.36 21.16
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#> 24.13 2.40 21.70
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```
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## Sampling Multiple Promising Points at Once

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