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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
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 2272 main
conda 2.4 MB | linux-64/r-bnlearn-4.7-r41hcfec24a_0.tar.bz2  3 years and 5 months ago 2315 main
conda 2.4 MB | win-64/r-bnlearn-4.6.1-r40h6d2157b_0.tar.bz2  3 years and 9 months ago 814 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 320 main
conda 2.4 MB | osx-64/r-bnlearn-4.6.1-r40h800e0f2_0.tar.bz2  4 years and 5 months ago 321 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r36hcdcec82_0.tar.bz2  4 years and 5 months ago 3015 main
conda 2.4 MB | linux-64/r-bnlearn-4.6.1-r40hcdcec82_0.tar.bz2  4 years and 5 months ago 2822 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 2804 main
conda 2.4 MB | linux-64/r-bnlearn-4.6-r40hcdcec82_0.tar.bz2  4 years and 5 months ago 2804 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 3919 main cf202003
conda 2.4 MB | linux-64/r-bnlearn-4.5-r36hcdcec82_0.tar.bz2  5 years and 6 months ago 3962 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 3864 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 394 main cf202003
conda 2.3 MB | linux-64/r-bnlearn-4.4.1-r351h96ca727_0.tar.bz2  5 years and 11 months ago 4323 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 4482 main gcc7 cf202003
conda 2.2 MB | linux-64/r-bnlearn-4.3-r351h470a237_0.tar.bz2  6 years and 3 months ago 4615 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 1892 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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