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conda-forge / packages / r-bnlearn

Bayesian network structure learning, parameter learning and inference. This package implements constraint-based (PC, GS, IAMB, Inter-IAMB, Fast-IAMB, MMPC, Hiton-PC), pairwise (ARACNE and Chow-Liu), score-based (Hill-Climbing and Tabu Search) and hybrid (MMHC and RSMAX2) structure learning algorithms for discrete, Gaussian and conditional Gaussian networks, along with many score functions and conditional independence tests. The Naive Bayes and the Tree-Augmented Naive Bayes (TAN) classifiers are also implemented. Some utility functions (model comparison and manipulation, random data generation, arc orientation testing, simple and advanced plots) are included, as well as support for parameter estimation (maximum likelihood and Bayesian) and inference, conditional probability queries and cross-validation. Development snapshots with the latest bugfixes are available from <http://www.bnlearn.com>.

copied from cf-staging / r-bnlearn

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Type Size Name Uploaded Downloads Labels
conda 2.4 MB | osx-64/r-bnlearn-4.7-r41h28b5c78_0.tar.bz2  3 years and 5 months ago 115 main
conda 2.4 MB | osx-64/r-bnlearn-4.7-r40h28b5c78_0.tar.bz2  3 years and 5 months ago 103 main
conda 2.4 MB | linux-64/r-bnlearn-4.7-r40hcfec24a_0.tar.bz2  3 years and 5 months ago 2271 main
conda 2.4 MB | linux-64/r-bnlearn-4.7-r41hcfec24a_0.tar.bz2  3 years and 5 months ago 2314 main
conda 2.4 MB | win-64/r-bnlearn-4.6.1-r40h6d2157b_0.tar.bz2  3 years and 9 months ago 813 main
conda 2.4 MB | win-64/r-bnlearn-4.6.1-r41h6d2157b_0.tar.bz2  3 years and 9 months ago 827 main
conda 2.4 MB | osx-64/r-bnlearn-4.6.1-r40h28b5c78_0.tar.bz2  3 years and 9 months ago 147 main
conda 2.4 MB | osx-64/r-bnlearn-4.6.1-r41h28b5c78_0.tar.bz2  3 years and 9 months ago 156 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r40hcfec24a_0.tar.bz2  3 years and 9 months ago 2428 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r41hcfec24a_0.tar.bz2  3 years and 9 months ago 2451 main
conda 2.4 MB | win-64/r-bnlearn-4.6.1-r40hda5aaf8_0.tar.bz2  4 years and 5 months ago 1030 main
conda 2.4 MB | win-64/r-bnlearn-4.6.1-r36hda5aaf8_0.tar.bz2  4 years and 5 months ago 1038 main
conda 2.4 MB | osx-64/r-bnlearn-4.6.1-r36h800e0f2_0.tar.bz2  4 years and 5 months ago 319 main
conda 2.4 MB | osx-64/r-bnlearn-4.6.1-r40h800e0f2_0.tar.bz2  4 years and 5 months ago 320 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r36hcdcec82_0.tar.bz2  4 years and 5 months ago 3014 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r40hcdcec82_0.tar.bz2  4 years and 5 months ago 2821 main
conda 2.4 MB | win-64/r-bnlearn-4.6-r36hda5aaf8_0.tar.bz2  4 years and 5 months ago 1024 main
conda 2.4 MB | osx-64/r-bnlearn-4.6-r40h800e0f2_0.tar.bz2  4 years and 5 months ago 320 main
conda 2.4 MB | win-64/r-bnlearn-4.6-r40hda5aaf8_0.tar.bz2  4 years and 5 months ago 1009 main
conda 2.4 MB | osx-64/r-bnlearn-4.6-r36h800e0f2_0.tar.bz2  4 years and 5 months ago 333 main
conda 2.4 MB | linux-64/r-bnlearn-4.6-r36hcdcec82_0.tar.bz2  4 years and 5 months ago 2803 main
conda 2.4 MB | linux-64/r-bnlearn-4.6-r40hcdcec82_0.tar.bz2  4 years and 5 months ago 2803 main
conda 2.4 MB | win-64/r-bnlearn-4.5-r36hda5aaf8_1.tar.bz2  4 years and 9 months ago 1076 main
conda 2.4 MB | win-64/r-bnlearn-4.5-r40hda5aaf8_1.tar.bz2  4 years and 9 months ago 1046 main
conda 2.3 MB | osx-64/r-bnlearn-4.5-r36h17f1fa6_1.tar.bz2  4 years and 9 months ago 354 main
conda 2.3 MB | osx-64/r-bnlearn-4.5-r40h17f1fa6_1.tar.bz2  4 years and 9 months ago 358 main
conda 2.3 MB | linux-64/r-bnlearn-4.5-r36hcdcec82_1.tar.bz2  4 years and 9 months ago 3139 main
conda 2.3 MB | linux-64/r-bnlearn-4.5-r40hcdcec82_1.tar.bz2  4 years and 9 months ago 3124 main
conda 2.4 MB | win-64/r-bnlearn-4.5-r36hda5aaf8_0.tar.bz2  5 years and 6 months ago 1436 main cf202003
conda 2.4 MB | win-64/r-bnlearn-4.5-r35hda5aaf8_0.tar.bz2  5 years and 6 months ago 1392 main cf202003
conda 2.3 MB | osx-64/r-bnlearn-4.5-r35h159158b_0.tar.bz2  5 years and 6 months ago 391 main cf202003
conda 2.3 MB | osx-64/r-bnlearn-4.5-r36h159158b_0.tar.bz2  5 years and 6 months ago 385 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.5-r35hcdcec82_0.tar.bz2  5 years and 6 months ago 3918 main cf202003
conda 2.4 MB | linux-64/r-bnlearn-4.5-r36hcdcec82_0.tar.bz2  5 years and 6 months ago 3961 main cf202003
conda 2.3 MB | win-64/r-bnlearn-4.4.1-r36hda5aaf8_1.tar.bz2  5 years and 7 months ago 1397 main cf202003
conda 2.3 MB | win-64/r-bnlearn-4.4.1-r35hda5aaf8_1.tar.bz2  5 years and 7 months ago 1379 main cf202003
conda 2.3 MB | osx-64/r-bnlearn-4.4.1-r35h159158b_1.tar.bz2  5 years and 7 months ago 363 main cf202003
conda 2.3 MB | osx-64/r-bnlearn-4.4.1-r36h159158b_1.tar.bz2  5 years and 7 months ago 379 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.4.1-r36hcdcec82_1.tar.bz2  5 years and 7 months ago 3863 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.4.1-r35hcdcec82_1.tar.bz2  5 years and 7 months ago 3856 main cf202003
conda 2.3 MB | osx-64/r-bnlearn-4.4.1-r351h46e59ec_0.tar.bz2  5 years and 11 months ago 393 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.4.1-r351h96ca727_0.tar.bz2  5 years and 11 months ago 4322 main cf202003
conda 2.3 MB | win-64/r-bnlearn-4.4.1-r351h6115d3f_0.tar.bz2  5 years and 11 months ago 1537 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.3-r351h14c3975_1000.tar.bz2  6 years and 3 months ago 4481 main gcc7 cf202003
conda 2.2 MB | linux-64/r-bnlearn-4.3-r351h470a237_0.tar.bz2  6 years and 3 months ago 4614 main cf202003 cf201901
conda 2.2 MB | osx-64/r-bnlearn-4.3-r351h470a237_0.tar.bz2  6 years and 3 months ago 385 main cf202003 cf201901
conda 2.3 MB | osx-64/r-bnlearn-4.3-r351h1de35cc_1000.tar.bz2  6 years and 3 months ago 401 main gcc7 cf202003
conda 2.3 MB | win-64/r-bnlearn-4.3-r351h301d43c_1000.tar.bz2  6 years and 3 months ago 1691 main cf202003 cf201901
conda 1.9 MB | win-64/r-bnlearn-4.3-r3.4.1_0.tar.bz2  7 years and 1 month ago 1891 main cf202003 cf201901
conda 1.9 MB | win-64/r-bnlearn-4.3-r3.3.2_0.tar.bz2  7 years and 1 month ago 1887 main cf202003 cf201901
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