rmontanana/BayesNet
1
0
Fork 0
Code Issues 2 Pull Requests 1 Actions Packages Projects Releases 6 Wiki Activity
Files
a2853dd2e50ac4f99b9574fca97c76546f84eb81
BayesNet/docs/manual/classbayesnet_1_1_proposal.html

20 KiB
Raw Blame History

<html xmlns="http://www.w3.org/1999/xhtml" lang="en-US"> <head> <script type="text/javascript" src="jquery.js"></script> <script type="text/javascript" src="dynsections.js"></script> <script type="text/javascript" src="clipboard.js"></script> <script type="text/javascript" src="navtreedata.js"></script> <script type="text/javascript" src="navtree.js"></script> <script type="text/javascript" src="resize.js"></script> <script type="text/javascript" src="cookie.js"></script> <script type="text/javascript" src="search/searchdata.js"></script> <script type="text/javascript" src="search/search.js"></script> </head>
BayesNet 1.0.5
Bayesian Network Classifiers using libtorch from scratch
<script type="text/javascript"> /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */ var searchBox = new SearchBox("searchBox", "search/",'.html'); /* @license-end */ </script> <script type="text/javascript"> /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */ $(function() { codefold.init(0); }); /* @license-end */ </script> <script type="text/javascript" src="menudata.js"></script> <script type="text/javascript" src="menu.js"></script> <script type="text/javascript"> /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */ $(function() { initMenu('',true,false,'search.php','Search',true); $(function() { init_search(); }); }); /* @license-end */ </script>
<script type="text/javascript"> /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */ $(function(){initNavTree('classbayesnet_1_1_proposal.html',''); initResizable(true); }); /* @license-end */ </script>
Loading...
Searching...
No Matches
Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
bayesnet::Proposal Class Reference
Inheritance diagram for bayesnet::Proposal:
Inheritance graph
[legend]

Public Member Functions

 Proposal (torch::Tensor &pDataset, std::vector< std::string > &features_, std::string &className_)
 

Protected Member Functions

void checkInput (const torch::Tensor &X, const torch::Tensor &y)
 
torch::Tensor prepareX (torch::Tensor &X)
 
map< std::string, std::vector< int > > localDiscretizationProposal (const map< std::string, std::vector< int > > &states, Network &model)
 
map< std::string, std::vector< int > > fit_local_discretization (const torch::Tensor &y)
 

Protected Attributes

torch::Tensor Xf
 
torch::Tensor y
 
map< std::string, mdlp::CPPFImdlp * > discretizers
 

Detailed Description

Definition at line 17 of file Proposal.h.

Constructor & Destructor Documentation

◆ Proposal()

bayesnet::Proposal::Proposal ( torch::Tensor & pDataset,
std::vector< std::string > & features_,
std::string & className_ )

Definition at line 10 of file Proposal.cc.

◆ ~Proposal()

bayesnet::Proposal::~Proposal ( )
virtual

Definition at line 11 of file Proposal.cc.

Member Function Documentation

◆ checkInput()

void bayesnet::Proposal::checkInput ( const torch::Tensor & X,
const torch::Tensor & y )
protected

Definition at line 17 of file Proposal.cc.

◆ fit_local_discretization()

map< std::string, std::vector< int > > bayesnet::Proposal::fit_local_discretization ( const torch::Tensor & y)
protected

Definition at line 77 of file Proposal.cc.

◆ localDiscretizationProposal()

map< std::string, std::vector< int > > bayesnet::Proposal::localDiscretizationProposal ( const map< std::string, std::vector< int > > & states,
Network & model )
protected

Definition at line 26 of file Proposal.cc.

◆ prepareX()

torch::Tensor bayesnet::Proposal::prepareX ( torch::Tensor & X)
protected

Definition at line 104 of file Proposal.cc.

Member Data Documentation

◆ discretizers

map<std::string, mdlp::CPPFImdlp*> bayesnet::Proposal::discretizers
protected

Definition at line 28 of file Proposal.h.

◆ Xf

torch::Tensor bayesnet::Proposal::Xf
protected

Definition at line 26 of file Proposal.h.

◆ y

torch::Tensor bayesnet::Proposal::y
protected

Definition at line 27 of file Proposal.h.

The documentation for this class was generated from the following files:
  • /Users/rmontanana/Code/BayesNet/bayesnet/classifiers/Proposal.h
  • /Users/rmontanana/Code/BayesNet/bayesnet/classifiers/Proposal.cc
</html>