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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 16 days ago 432 main
conda 1023.0 kB | win-64/r-mlrmbo-1.1.5.1-r43h11b023d_3.conda  7 months and 16 days ago 413 main
conda 1019.8 kB | osx-64/r-mlrmbo-1.1.5.1-r43h6b9d099_3.conda  7 months and 16 days ago 348 main
conda 1.0 MB | osx-64/r-mlrmbo-1.1.5.1-r44h6b9d099_3.conda  7 months and 16 days ago 385 main
conda 1021.2 kB | linux-64/r-mlrmbo-1.1.5.1-r43hdb488b9_3.conda  7 months and 16 days ago 1097 main
conda 1.0 MB | linux-64/r-mlrmbo-1.1.5.1-r44hdb488b9_3.conda  7 months and 16 days ago 1050 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 387 main
conda 1019.4 kB | linux-64/r-mlrmbo-1.1.5.1-r43h57805ef_2.conda  1 year and 8 months ago 2137 main
conda 1020.1 kB | linux-64/r-mlrmbo-1.1.5.1-r42h57805ef_2.conda  1 year and 8 months ago 2835 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h815d134_1.tar.bz2  2 years and 5 months ago 68 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r42h815d134_1.tar.bz2  2 years and 5 months ago 70 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_1.tar.bz2  2 years and 5 months ago 1827 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r42h06615bd_1.tar.bz2  2 years and 5 months ago 2812 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r41h67d6963_0.tar.bz2  2 years and 8 months ago 74 main
conda 1.1 MB | osx-64/r-mlrmbo-1.1.5.1-r40h67d6963_0.tar.bz2  2 years and 8 months ago 73 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r40h06615bd_0.tar.bz2  2 years and 8 months ago 2044 main
conda 1.1 MB | linux-64/r-mlrmbo-1.1.5.1-r41h06615bd_0.tar.bz2  2 years and 8 months ago 2052 main
conda 573.8 kB | osx-64/r-mlrmbo-1.1.5-r41h28b5c78_1.tar.bz2  3 years and 9 months ago 126 main
conda 575.4 kB | linux-64/r-mlrmbo-1.1.5-r41hcfec24a_1.tar.bz2  3 years and 9 months ago 2464 main
conda 574.9 kB | osx-64/r-mlrmbo-1.1.5-r36h28b5c78_1.tar.bz2  3 years and 9 months ago 130 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 2410 main
conda 576.0 kB | linux-64/r-mlrmbo-1.1.5-r40hcfec24a_1.tar.bz2  3 years and 9 months ago 2490 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 2726 main
conda 575.3 kB | linux-64/r-mlrmbo-1.1.5-r40h0eb13af_0.tar.bz2  4 years and 4 months ago 2773 main
conda 981.9 kB | win-64/r-mlrmbo-1.1.4-r40hda5aaf8_1.tar.bz2  4 years and 10 months ago 1026 main
conda 982.7 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_1.tar.bz2  4 years and 10 months ago 1027 main
conda 957.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_1.tar.bz2  4 years and 10 months ago 325 main
conda 951.6 kB | osx-64/r-mlrmbo-1.1.4-r40h17f1fa6_1.tar.bz2  4 years and 10 months ago 319 main
conda 952.6 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_1.tar.bz2  4 years and 10 months ago 3113 main
conda 954.6 kB | linux-64/r-mlrmbo-1.1.4-r40hcdcec82_1.tar.bz2  4 years and 10 months ago 3079 main
conda 983.6 kB | win-64/r-mlrmbo-1.1.4-r35hda5aaf8_0.tar.bz2  5 years and 17 days ago 1036 main cf202003
conda 984.9 kB | win-64/r-mlrmbo-1.1.4-r36hda5aaf8_0.tar.bz2  5 years and 17 days ago 1033 main cf202003
conda 947.5 kB | osx-64/r-mlrmbo-1.1.4-r35h17f1fa6_0.tar.bz2  5 years and 17 days ago 322 main cf202003
conda 955.0 kB | osx-64/r-mlrmbo-1.1.4-r36h17f1fa6_0.tar.bz2  5 years and 17 days ago 323 main cf202003
conda 953.9 kB | linux-64/r-mlrmbo-1.1.4-r35hcdcec82_0.tar.bz2  5 years and 17 days ago 3183 main cf202003
conda 954.4 kB | linux-64/r-mlrmbo-1.1.4-r36hcdcec82_0.tar.bz2  5 years and 17 days ago 3189 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 341 main cf202003
conda 574.1 kB | linux-64/r-mlrmbo-1.1.3-r36hcdcec82_0.tar.bz2  5 years and 3 months ago 3417 main cf202003
conda 569.4 kB | linux-64/r-mlrmbo-1.1.3-r35hcdcec82_0.tar.bz2  5 years and 3 months ago 3500 main cf202003
conda 572.6 kB | win-64/r-mlrmbo-1.1.2-r35hda5aaf8_1.tar.bz2  5 years and 5 months ago 1279 main cf202003
conda 581.3 kB | win-64/r-mlrmbo-1.1.2-r36hda5aaf8_1.tar.bz2  5 years and 5 months ago 1300 main cf202003
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