Add glass kdb net

data/glass.net

@@ -0,0 +1,25 @@
+Type Si
+Type Fe
+Type RI
+Type Na
+Type Ba
+Type Ca
+Type Al
+Type K
+Type Mg
+Fe RI
+Fe Ba
+Fe Ca
+RI Na
+RI Ba
+RI Ca
+RI Al
+RI K
+RI Mg
+Ba Ca
+Ba Al
+Ca Al
+Ca K
+Ca Mg
+Al K
+K Mg

sample/main copy.cc

@@ -1,54 +0,0 @@
-#include <iostream>
-#include <string>
-#include <torch/torch.h>
-#include "ArffFiles.h"
-#include "Network.h"
-
-using namespace std;
-
-int main()
-{
-    auto handler = ArffFiles();
-    handler.load("iris.arff");
-    auto X = handler.getX();
-    auto y = handler.getY();
-    auto className = handler.getClassName();
-    vector<pair<string, string>> edges = { {className, "sepallength"}, {className, "sepalwidth"}, {className, "petallength"}, {className, "petalwidth"} };
-    auto network = bayesnet::Network();
-    // Add nodes to the network
-    for (auto feature : handler.getAttributes()) {
-        cout << "Adding feature: " << feature.first << endl;
-        network.addNode(feature.first, 7);
-    }
-    network.addNode(className, 3);
-    for (auto item : edges) {
-        network.addEdge(item.first, item.second);
-    }
-    cout << "Hello, Bayesian Networks!" << endl;
-    torch::Tensor tensor = torch::eye(3);
-    cout << "Now I'll add a cycle" << endl;
-    try {
-        network.addEdge("petallength", className);
-    }
-    catch (invalid_argument& e) {
-        cout << e.what() << endl;
-    }
-    cout << tensor << std::endl;
-    cout << "Nodes:" << endl;
-    for (auto [name, item] : network.getNodes()) {
-        cout << "*" << item->getName() << endl;
-        cout << "-Parents:" << endl;
-        for (auto parent : item->getParents()) {
-            cout << " " << parent->getName() << endl;
-        }
-        cout << "-Children:" << endl;
-        for (auto child : item->getChildren()) {
-            cout << " " << child->getName() << endl;
-        }
-    }
-    cout << "Root: " << network.getRoot()->getName() << endl;
-    network.setRoot(className);
-    cout << "Now Root should be class: " << network.getRoot()->getName() << endl;
-    cout << "PyTorch version: " << TORCH_VERSION << endl;
-    return 0;
-}

sample/main.cc

@@ -94,15 +94,17 @@ void showNodesInfo(bayesnet::Network& network, string className)
 {
     cout << "Nodes:" << endl;
     for (auto [name, item] : network.getNodes()) {
-        cout << "*" << item->getName() << " -> " << item->getNumStates() << endl;
-        cout << "-Parents:" << endl;
+        cout << "*" << item->getName() << " States -> " << item->getNumStates() << endl;
+        cout << "-Parents:";
         for (auto parent : item->getParents()) {
-            cout << " " << parent->getName() << endl;
+            cout << " " << parent->getName();
         }
-        cout << "-Children:" << endl;
+        cout << endl;
+        cout << "-Children:";
         for (auto child : item->getChildren()) {
-            cout << " " << child->getName() << endl;
+            cout << " " << child->getName();
         }
+        cout << endl;
     }
     cout << "Root: " << network.getRoot()->getName() << endl;
     network.setRoot(className);
@@ -149,7 +151,7 @@ pair<string, string> get_options(int argc, char** argv)
     string path;
     string network_name;
     tie(file_name, path, network_name) = parse_arguments(argc, argv);
-    if (datasets.find(file_name) == datasets.end() && file_name != "all") {
+    if (datasets.find(file_name) == datasets.end()) {
         cout << "Invalid file name: " << file_name << endl;
         usage(argv[0]);
         exit(1);