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conda-forge / packages / r-mlrmbo

Flexible and comprehensive R toolbox for model-based optimization ('MBO'), also known as Bayesian optimization. It implements the Efficient Global Optimization Algorithm and is designed for both single- and multi- objective optimization with mixed continuous, categorical and conditional parameters. The machine learning toolbox 'mlr' provide dozens of regression learners to model the performance of the target algorithm with respect to the parameter settings. It provides many different infill criteria to guide the search process. Additional features include multi-point batch proposal, parallel execution as well as visualization and sophisticated logging mechanisms, which is especially useful for teaching and understanding of algorithm behavior. 'mlrMBO' is implemented in a modular fashion, such that single components can be easily replaced or adapted by the user for specific use cases.

copied from cf-staging / r-mlrmbo

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Type Size Name Uploaded Downloads Labels
conda 1.0 MB | win-64/r-mlrmbo-1.1.5.1-r44h11b023d_3.conda  4 months and 15 days ago 197 main
conda 1023.0 kB | win-64/r-mlrmbo-1.1.5.1-r43h11b023d_3.conda  4 months and 15 days ago 190 main
conda 1019.8 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6b9d099_3.conda  4 months and 15 days ago 169 main
conda 1.0 MB | osx-64/r-mlrmbo-1.1.5.1-r44h6b9d099_3.conda  4 months and 15 days ago 184 main
conda 1021.2 kB | linux-64/r-mlrmbo-1.1.5.1-r43hdb488b9_3.conda  4 months and 15 days ago 679 main
conda 1.0 MB | linux-64/r-mlrmbo-1.1.5.1-r44hdb488b9_3.conda  4 months and 15 days ago 659 main
conda 1020.0 kB | osx-64/r-mlrmbo-1.1.5.1-r42h6dc245f_2.conda  1 year and 5 months ago 217 main
conda 1018.9 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6dc245f_2.conda  1 year and 5 months ago 212 main
conda 1019.4 kB | linux-64/r-mlrmbo-1.1.5.1-r43h57805ef_2.conda  1 year and 5 months ago 1752 main
conda 1020.1 kB | linux-64/r-mlrmbo-1.1.5.1-r42h57805ef_2.conda  1 year and 5 months ago 2203 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h815d134_1.tar.bz2  2 years and 1 month ago 67 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r42h815d134_1.tar.bz2  2 years and 1 month ago 69 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_1.tar.bz2  2 years and 1 month ago 1579 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r42h06615bd_1.tar.bz2  2 years and 1 month ago 2568 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h67d6963_0.tar.bz2  2 years and 5 months ago 73 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r40h67d6963_0.tar.bz2  2 years and 5 months ago 72 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r40h06615bd_0.tar.bz2  2 years and 5 months ago 1788 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_0.tar.bz2  2 years and 5 months ago 1799 main
conda 573.8 kB | osx-64/r-mlrmbo-1.1.5-r41h28b5c78_1.tar.bz2  3 years and 6 months ago 124 main
conda 575.4 kB | linux-64/r-mlrmbo-1.1.5-r41hcfec24a_1.tar.bz2  3 years and 6 months ago 2213 main
conda 574.9 kB | osx-64/r-mlrmbo-1.1.5-r36h28b5c78_1.tar.bz2  3 years and 6 months ago 128 main
conda 574.5 kB | osx-64/r-mlrmbo-1.1.5-r40h28b5c78_1.tar.bz2  3 years and 6 months ago 123 main
conda 577.1 kB | linux-64/r-mlrmbo-1.1.5-r36hcfec24a_1.tar.bz2  3 years and 6 months ago 2144 main
conda 576.0 kB | linux-64/r-mlrmbo-1.1.5-r40hcfec24a_1.tar.bz2  3 years and 6 months ago 2227 main
conda 604.3 kB | win-64/r-mlrmbo-1.1.5-r36h02096d4_0.tar.bz2  4 years and 1 month ago 950 main
conda 602.9 kB | win-64/r-mlrmbo-1.1.5-r40h02096d4_0.tar.bz2  4 years and 1 month ago 961 main
conda 574.6 kB | osx-64/r-mlrmbo-1.1.5-r36hb5ad454_0.tar.bz2  4 years and 1 month ago 278 main
conda 573.1 kB | osx-64/r-mlrmbo-1.1.5-r40hb5ad454_0.tar.bz2  4 years and 1 month ago 263 main
conda 576.4 kB | linux-64/r-mlrmbo-1.1.5-r36h0eb13af_0.tar.bz2  4 years and 1 month ago 2470 main
conda 575.3 kB | linux-64/r-mlrmbo-1.1.5-r40h0eb13af_0.tar.bz2  4 years and 1 month ago 2533 main
conda 981.9 kB | win-64/r-mlrmbo-1.1.4-r40hda5aaf8_1.tar.bz2  4 years and 7 months ago 1021 main
conda 982.7 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_1.tar.bz2  4 years and 7 months ago 1022 main
conda 957.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_1.tar.bz2  4 years and 7 months ago 324 main
conda 951.6 kB | osx-64/r-mlrmbo-1.1.4-r40h17f1fa6_1.tar.bz2  4 years and 7 months ago 318 main
conda 952.6 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_1.tar.bz2  4 years and 7 months ago 2873 main
conda 954.6 kB | linux-64/r-mlrmbo-1.1.4-r40hcdcec82_1.tar.bz2  4 years and 7 months ago 2833 main
conda 983.6 kB | win-64/r-mlrmbo-1.1.4-r35hda5aaf8_0.tar.bz2  4 years and 9 months ago 1031 main cf202003
conda 984.9 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_0.tar.bz2  4 years and 9 months ago 1028 main cf202003
conda 947.5 kB | osx-64/r-mlrmbo-1.1.4-r35h17f1fa6_0.tar.bz2  4 years and 9 months ago 321 main cf202003
conda 955.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_0.tar.bz2  4 years and 9 months ago 322 main cf202003
conda 953.9 kB | linux-64/r-mlrmbo-1.1.4-r35hcdcec82_0.tar.bz2  4 years and 9 months ago 2947 main cf202003
conda 954.4 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_0.tar.bz2  4 years and 9 months ago 2937 main cf202003
conda 600.2 kB | win-64/r-mlrmbo-1.1.3-r36hda5aaf8_0.tar.bz2  5 years and 10 days ago 1149 main cf202003
conda 593.9 kB | win-64/r-mlrmbo-1.1.3-r35hda5aaf8_0.tar.bz2  5 years and 10 days ago 1153 main cf202003
conda 566.7 kB | osx-64/r-mlrmbo-1.1.3-r35h17f1fa6_0.tar.bz2  5 years and 10 days ago 343 main cf202003
conda 571.4 kB | osx-64/r-mlrmbo-1.1.3-r36h17f1fa6_0.tar.bz2  5 years and 10 days ago 339 main cf202003
conda 574.1 kB | linux-64/r-mlrmbo-1.1.3-r36hcdcec82_0.tar.bz2  5 years and 10 days ago 3161 main cf202003
conda 569.4 kB | linux-64/r-mlrmbo-1.1.3-r35hcdcec82_0.tar.bz2  5 years and 10 days ago 3270 main cf202003
conda 572.6 kB | win-64/r-mlrmbo-1.1.2-r35hda5aaf8_1.tar.bz2  5 years and 2 months ago 1273 main cf202003
conda 581.3 kB | win-64/r-mlrmbo-1.1.2-r36hda5aaf8_1.tar.bz2  5 years and 2 months ago 1295 main cf202003
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