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Diffstat (limited to 'BNW_parameter_learning/getParams.m')
| -rw-r--r-- | BNW_parameter_learning/getParams.m | 22 |
1 files changed, 22 insertions, 0 deletions
diff --git a/BNW_parameter_learning/getParams.m b/BNW_parameter_learning/getParams.m new file mode 100644 index 00000000..4840b38d --- /dev/null +++ b/BNW_parameter_learning/getParams.m @@ -0,0 +1,22 @@ +function [ bnet ] = getParams( bnet, cases ) +%getParams Code to initialize CPT and do parameter learning. +%This will be very basic for now. I can add more options later. + +dnodes = bnet.dnodes; +cnodes = bnet.cnodes; +nnodes = size(dnodes,2)+size(cnodes,2); + +%make dnodes tabular_CPT +for i = 1:size(dnodes,2) + bnet.CPD{dnodes(i)} = tabular_CPD(bnet,dnodes(i)); +end + +for i = 1:size(cnodes,2) + bnet.CPD{cnodes(i)} = gaussian_CPD(bnet,cnodes(i)); +end + +bnet = learn_params(bnet,cases); + + +end + |