Begin Network build

simple/Network.cc

@@ -0,0 +1,47 @@
+#include <string>
+#include <vector>
+#include <map>
+#include "Network.h"
+
+namespace bayesnet {
+    Network::Network() {}
+
+    Network::~Network()
+    {
+        for (auto& pair : nodes) {
+            delete pair.second;
+        }
+    }
+
+    void Network::addNode(std::string name)
+    {
+        nodes[name] = new Node(name);
+    }
+
+    void Network::addEdge(std::string parentName, std::string childName)
+    {
+        Node* parent = nodes[parentName];
+        Node* child = nodes[childName];
+
+        if (parent == nullptr || child == nullptr) {
+            throw std::invalid_argument("Parent or child node not found.");
+        }
+
+        child->addParent(parent);
+    }
+
+    // to be implemented
+    void Network::fit(const std::vector<std::vector<double>>& dataset)
+    {
+        // ... learn parameters (i.e., CPTs) using the dataset
+    }
+
+    // to be implemented
+    std::vector<double> Network::predict(const std::vector<std::vector<double>>& testset)
+    {
+        std::vector<double> predictions;
+        // ... use the CPTs and network structure to predict values
+        return predictions;
+    }
+}
+