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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  5 months and 22 days ago 201 main
conda 1023.0 kB | win-64/r-mlrmbo-1.1.5.1-r43h11b023d_3.conda  5 months and 22 days ago 195 main
conda 1019.8 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6b9d099_3.conda  5 months and 22 days ago 170 main
conda 1.0 MB | osx-64/r-mlrmbo-1.1.5.1-r44h6b9d099_3.conda  5 months and 22 days ago 185 main
conda 1021.2 kB | linux-64/r-mlrmbo-1.1.5.1-r43hdb488b9_3.conda  5 months and 22 days ago 802 main
conda 1.0 MB | linux-64/r-mlrmbo-1.1.5.1-r44hdb488b9_3.conda  5 months and 22 days ago 770 main
conda 1020.0 kB | osx-64/r-mlrmbo-1.1.5.1-r42h6dc245f_2.conda  1 year and 7 months ago 219 main
conda 1018.9 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6dc245f_2.conda  1 year and 7 months ago 214 main
conda 1019.4 kB | linux-64/r-mlrmbo-1.1.5.1-r43h57805ef_2.conda  1 year and 7 months ago 1857 main
conda 1020.1 kB | linux-64/r-mlrmbo-1.1.5.1-r42h57805ef_2.conda  1 year and 7 months ago 2370 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h815d134_1.tar.bz2  2 years and 3 months ago 68 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r42h815d134_1.tar.bz2  2 years and 3 months ago 70 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_1.tar.bz2  2 years and 3 months ago 1689 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r42h06615bd_1.tar.bz2  2 years and 3 months ago 2665 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h67d6963_0.tar.bz2  2 years and 6 months ago 74 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r40h67d6963_0.tar.bz2  2 years and 6 months ago 73 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r40h06615bd_0.tar.bz2  2 years and 6 months ago 1901 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_0.tar.bz2  2 years and 6 months ago 1906 main
conda 573.8 kB | osx-64/r-mlrmbo-1.1.5-r41h28b5c78_1.tar.bz2  3 years and 7 months ago 125 main
conda 575.4 kB | linux-64/r-mlrmbo-1.1.5-r41hcfec24a_1.tar.bz2  3 years and 7 months ago 2317 main
conda 574.9 kB | osx-64/r-mlrmbo-1.1.5-r36h28b5c78_1.tar.bz2  3 years and 7 months ago 129 main
conda 574.5 kB | osx-64/r-mlrmbo-1.1.5-r40h28b5c78_1.tar.bz2  3 years and 7 months ago 124 main
conda 577.1 kB | linux-64/r-mlrmbo-1.1.5-r36hcfec24a_1.tar.bz2  3 years and 7 months ago 2257 main
conda 576.0 kB | linux-64/r-mlrmbo-1.1.5-r40hcfec24a_1.tar.bz2  3 years and 7 months ago 2346 main
conda 604.3 kB | win-64/r-mlrmbo-1.1.5-r36h02096d4_0.tar.bz2  4 years and 2 months ago 955 main
conda 602.9 kB | win-64/r-mlrmbo-1.1.5-r40h02096d4_0.tar.bz2  4 years and 2 months ago 964 main
conda 574.6 kB | osx-64/r-mlrmbo-1.1.5-r36hb5ad454_0.tar.bz2  4 years and 2 months ago 279 main
conda 573.1 kB | osx-64/r-mlrmbo-1.1.5-r40hb5ad454_0.tar.bz2  4 years and 2 months ago 264 main
conda 576.4 kB | linux-64/r-mlrmbo-1.1.5-r36h0eb13af_0.tar.bz2  4 years and 2 months ago 2578 main
conda 575.3 kB | linux-64/r-mlrmbo-1.1.5-r40h0eb13af_0.tar.bz2  4 years and 2 months ago 2633 main
conda 981.9 kB | win-64/r-mlrmbo-1.1.4-r40hda5aaf8_1.tar.bz2  4 years and 8 months ago 1025 main
conda 982.7 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_1.tar.bz2  4 years and 8 months ago 1026 main
conda 957.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_1.tar.bz2  4 years and 8 months ago 325 main
conda 951.6 kB | osx-64/r-mlrmbo-1.1.4-r40h17f1fa6_1.tar.bz2  4 years and 8 months ago 319 main
conda 952.6 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_1.tar.bz2  4 years and 8 months ago 2980 main
conda 954.6 kB | linux-64/r-mlrmbo-1.1.4-r40hcdcec82_1.tar.bz2  4 years and 8 months ago 2937 main
conda 983.6 kB | win-64/r-mlrmbo-1.1.4-r35hda5aaf8_0.tar.bz2  4 years and 10 months ago 1035 main cf202003
conda 984.9 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_0.tar.bz2  4 years and 10 months ago 1032 main cf202003
conda 947.5 kB | osx-64/r-mlrmbo-1.1.4-r35h17f1fa6_0.tar.bz2  4 years and 10 months ago 322 main cf202003
conda 955.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_0.tar.bz2  4 years and 10 months ago 323 main cf202003
conda 953.9 kB | linux-64/r-mlrmbo-1.1.4-r35hcdcec82_0.tar.bz2  4 years and 10 months ago 3049 main cf202003
conda 954.4 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_0.tar.bz2  4 years and 10 months ago 3048 main cf202003
conda 600.2 kB | win-64/r-mlrmbo-1.1.3-r36hda5aaf8_0.tar.bz2  5 years and 1 month ago 1153 main cf202003
conda 593.9 kB | win-64/r-mlrmbo-1.1.3-r35hda5aaf8_0.tar.bz2  5 years and 1 month ago 1157 main cf202003
conda 566.7 kB | osx-64/r-mlrmbo-1.1.3-r35h17f1fa6_0.tar.bz2  5 years and 1 month ago 344 main cf202003
conda 571.4 kB | osx-64/r-mlrmbo-1.1.3-r36h17f1fa6_0.tar.bz2  5 years and 1 month ago 340 main cf202003
conda 574.1 kB | linux-64/r-mlrmbo-1.1.3-r36hcdcec82_0.tar.bz2  5 years and 1 month ago 3274 main cf202003
conda 569.4 kB | linux-64/r-mlrmbo-1.1.3-r35hcdcec82_0.tar.bz2  5 years and 1 month ago 3372 main cf202003
conda 572.6 kB | win-64/r-mlrmbo-1.1.2-r35hda5aaf8_1.tar.bz2  5 years and 4 months ago 1277 main cf202003
conda 581.3 kB | win-64/r-mlrmbo-1.1.2-r36hda5aaf8_1.tar.bz2  5 years and 4 months ago 1298 main cf202003
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