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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  7 months and 3 days ago 431 main
conda 1023.0 kB | win-64/r-mlrmbo-1.1.5.1-r43h11b023d_3.conda  7 months and 3 days ago 411 main
conda 1019.8 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6b9d099_3.conda  7 months and 3 days ago 348 main
conda 1.0 MB | osx-64/r-mlrmbo-1.1.5.1-r44h6b9d099_3.conda  7 months and 3 days ago 383 main
conda 1021.2 kB | linux-64/r-mlrmbo-1.1.5.1-r43hdb488b9_3.conda  7 months and 3 days ago 1064 main
conda 1.0 MB | linux-64/r-mlrmbo-1.1.5.1-r44hdb488b9_3.conda  7 months and 3 days ago 1017 main
conda 1020.0 kB | osx-64/r-mlrmbo-1.1.5.1-r42h6dc245f_2.conda  1 year and 8 months ago 416 main
conda 1018.9 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6dc245f_2.conda  1 year and 8 months ago 386 main
conda 1019.4 kB | linux-64/r-mlrmbo-1.1.5.1-r43h57805ef_2.conda  1 year and 8 months ago 2106 main
conda 1020.1 kB | linux-64/r-mlrmbo-1.1.5.1-r42h57805ef_2.conda  1 year and 8 months ago 2775 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h815d134_1.tar.bz2  2 years and 4 months ago 68 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r42h815d134_1.tar.bz2  2 years and 4 months ago 70 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_1.tar.bz2  2 years and 4 months ago 1799 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r42h06615bd_1.tar.bz2  2 years and 4 months ago 2780 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h67d6963_0.tar.bz2  2 years and 7 months ago 74 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r40h67d6963_0.tar.bz2  2 years and 7 months ago 73 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r40h06615bd_0.tar.bz2  2 years and 7 months ago 2014 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_0.tar.bz2  2 years and 7 months ago 2021 main
conda 573.8 kB | osx-64/r-mlrmbo-1.1.5-r41h28b5c78_1.tar.bz2  3 years and 9 months ago 125 main
conda 575.4 kB | linux-64/r-mlrmbo-1.1.5-r41hcfec24a_1.tar.bz2  3 years and 9 months ago 2437 main
conda 574.9 kB | osx-64/r-mlrmbo-1.1.5-r36h28b5c78_1.tar.bz2  3 years and 9 months ago 129 main
conda 574.5 kB | osx-64/r-mlrmbo-1.1.5-r40h28b5c78_1.tar.bz2  3 years and 9 months ago 124 main
conda 577.1 kB | linux-64/r-mlrmbo-1.1.5-r36hcfec24a_1.tar.bz2  3 years and 9 months ago 2378 main
conda 576.0 kB | linux-64/r-mlrmbo-1.1.5-r40hcfec24a_1.tar.bz2  3 years and 9 months ago 2459 main
conda 604.3 kB | win-64/r-mlrmbo-1.1.5-r36h02096d4_0.tar.bz2  4 years and 4 months ago 956 main
conda 602.9 kB | win-64/r-mlrmbo-1.1.5-r40h02096d4_0.tar.bz2  4 years and 4 months ago 965 main
conda 574.6 kB | osx-64/r-mlrmbo-1.1.5-r36hb5ad454_0.tar.bz2  4 years and 4 months ago 279 main
conda 573.1 kB | osx-64/r-mlrmbo-1.1.5-r40hb5ad454_0.tar.bz2  4 years and 4 months ago 264 main
conda 576.4 kB | linux-64/r-mlrmbo-1.1.5-r36h0eb13af_0.tar.bz2  4 years and 4 months ago 2697 main
conda 575.3 kB | linux-64/r-mlrmbo-1.1.5-r40h0eb13af_0.tar.bz2  4 years and 4 months ago 2745 main
conda 981.9 kB | win-64/r-mlrmbo-1.1.4-r40hda5aaf8_1.tar.bz2  4 years and 9 months ago 1026 main
conda 982.7 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_1.tar.bz2  4 years and 9 months ago 1027 main
conda 957.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_1.tar.bz2  4 years and 9 months ago 325 main
conda 951.6 kB | osx-64/r-mlrmbo-1.1.4-r40h17f1fa6_1.tar.bz2  4 years and 9 months ago 319 main
conda 952.6 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_1.tar.bz2  4 years and 9 months ago 3085 main
conda 954.6 kB | linux-64/r-mlrmbo-1.1.4-r40hcdcec82_1.tar.bz2  4 years and 9 months ago 3049 main
conda 983.6 kB | win-64/r-mlrmbo-1.1.4-r35hda5aaf8_0.tar.bz2  5 years and 3 days ago 1036 main cf202003
conda 984.9 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_0.tar.bz2  5 years and 3 days ago 1033 main cf202003
conda 947.5 kB | osx-64/r-mlrmbo-1.1.4-r35h17f1fa6_0.tar.bz2  5 years and 3 days ago 322 main cf202003
conda 955.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_0.tar.bz2  5 years and 3 days ago 323 main cf202003
conda 953.9 kB | linux-64/r-mlrmbo-1.1.4-r35hcdcec82_0.tar.bz2  5 years and 3 days ago 3154 main cf202003
conda 954.4 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_0.tar.bz2  5 years and 3 days ago 3160 main cf202003
conda 600.2 kB | win-64/r-mlrmbo-1.1.3-r36hda5aaf8_0.tar.bz2  5 years and 3 months ago 1154 main cf202003
conda 593.9 kB | win-64/r-mlrmbo-1.1.3-r35hda5aaf8_0.tar.bz2  5 years and 3 months ago 1158 main cf202003
conda 566.7 kB | osx-64/r-mlrmbo-1.1.3-r35h17f1fa6_0.tar.bz2  5 years and 3 months ago 344 main cf202003
conda 571.4 kB | osx-64/r-mlrmbo-1.1.3-r36h17f1fa6_0.tar.bz2  5 years and 3 months ago 340 main cf202003
conda 574.1 kB | linux-64/r-mlrmbo-1.1.3-r36hcdcec82_0.tar.bz2  5 years and 3 months ago 3387 main cf202003
conda 569.4 kB | linux-64/r-mlrmbo-1.1.3-r35hcdcec82_0.tar.bz2  5 years and 3 months ago 3473 main cf202003
conda 572.6 kB | win-64/r-mlrmbo-1.1.2-r35hda5aaf8_1.tar.bz2  5 years and 5 months ago 1278 main cf202003
conda 581.3 kB | win-64/r-mlrmbo-1.1.2-r36hda5aaf8_1.tar.bz2  5 years and 5 months ago 1299 main cf202003
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