Update templates/Optimization.html

templates/Optimization.html

@@ -1,12 +1,18 @@
-{% extends "layout.html" %}
-
-{% block content %}
-<h1 class="text-4xl font-bold text-gray-800 mb-6">Optimization Method</h1>
-<p class="text-gray-600 text-lg mb-8">Optimization (Gradient Descent): Gradient descent is an optimization algorithm used to minimize the error (loss function) of a model during the training process. It is the underlying mechanism that powers the "gradient" aspect of gradient boosting, allowing the models to iteratively improve their performance.</p>
-<div class="flex flex-col gap-6">
-    <div class="card p-6">
-        <h2 class="text-2xl font-semibold text-gray-800 mb-4"></h2>
-       <a href="/gradient-descent" class="algorithm-box">Gradient Descent</a>
-        </div>
-  
-{% endblock %}
+{% extends "layout.html" %}
+
+{% block content %}
+<h1 class="text-4xl font-bold text-gray-800 mb-6">Optimization Method</h1>
+
+<p class="text-gray-600 text-lg mb-8">
+  Optimization (Gradient Descent): Gradient descent is an optimization algorithm
+  used to minimize the error (loss function) of a model during the training process.
+</p>
+
+<div class="flex flex-col gap-6">
+  <div class="card p-6">
+    <h2 class="text-2xl font-semibold text-gray-800 mb-4"></h2>
+    <a href="/gradient-descent" class="algorithm-box">Gradient Descent</a>
+  </div>
+</div>   <!-- ✅ THIS WAS MISSING -->
+
+{% endblock %}