From 478c944f8a6502fcbf41627ac2f9df7ec96798cf Mon Sep 17 00:00:00 2001
From: Andru Liu <90433630+WallabyLester@users.noreply.github.com>
Date: Tue, 8 Oct 2024 21:27:39 -0700
Subject: [PATCH] Adding training function.

---
 CPP_Implementation/rbf_model.h | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/CPP_Implementation/rbf_model.h b/CPP_Implementation/rbf_model.h
index 2b77469..4515cba 100644
--- a/CPP_Implementation/rbf_model.h
+++ b/CPP_Implementation/rbf_model.h
@@ -50,6 +50,17 @@ public:
      */
     void adapt(double error, double learning_rate, const double* input);
     
+    /**
+     * @brief Train the RBF model using recorded data.
+     * 
+     * @param inputs A pointer to an array of input samples (n_samples x input_dim).
+     * @param targets A pointer to an array of target outputs (n_samples).
+     * @param n_samples The number of samples to train on.
+     * @param epochs The number of training epochs to perform.
+     * @param learning_rate The learning rate for weight adaptation.
+     */
+    void train(const double* inputs, const double* targets, int n_samples, int epochs, double learning_rate);
+
     /**
      * @brief Get the weight at a specific index.
      *