About Anaconda Help Download Anaconda

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 | 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

© 2025 Anaconda, Inc. All Rights Reserved. (v4.0.7) Legal | Privacy Policy