Initial commit

2025-11-29 18:51:22 +08:00
commit 53ae9034e6
10 changed files with 380 additions and 0 deletions
--- a/skills/hyperparameter-tuner/assets/visualization_template.html
+++ b/skills/hyperparameter-tuner/assets/visualization_template.html
@@ -0,0 +1,113 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Hyperparameter Tuning Results</title>
+    <style>
+        /* Basic styling for a modern look */
+        body {
+            font-family: sans-serif;
+            margin: 0;
+            padding: 20px;
+            background-color: #f4f4f4;
+            color: #333;
+        }
+
+        .container {
+            max-width: 960px;
+            margin: 0 auto;
+            background-color: #fff;
+            padding: 20px;
+            border-radius: 8px;
+            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+        }
+
+        h1 {
+            text-align: center;
+            color: #007bff;
+        }
+
+        h2 {
+            margin-top: 20px;
+            color: #555;
+        }
+
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-top: 10px;
+        }
+
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+
+        th {
+            background-color: #f2f2f2;
+            font-weight: bold;
+        }
+
+        .best-params {
+            margin-top: 20px;
+            padding: 15px;
+            background-color: #e6f7ff;
+            border: 1px solid #b3d9ff;
+            border-radius: 5px;
+        }
+
+        .best-params h3 {
+            color: #007bff;
+            margin-bottom: 10px;
+        }
+
+        /* Responsive design */
+        @media (max-width: 600px) {
+            body {
+                padding: 10px;
+            }
+
+            .container {
+                padding: 10px;
+            }
+
+            table {
+                font-size: 0.8em;
+            }
+        }
+    </style>
+</head>
+<body>
+
+    <div class="container">
+        <h1>Hyperparameter Tuning Results</h1>
+
+        <div class="best-params">
+            <h3>Best Hyperparameters</h3>
+            <p><strong>Metric:</strong> {{best_metric}}</p>
+            <p><strong>Value:</strong> {{best_metric_value}}</p>
+            <p><strong>Parameters:</strong> {{best_parameters}}</p>
+        </div>
+
+        <h2>Trial Results</h2>
+        <table>
+            <thead>
+                <tr>
+                    <th>Trial</th>
+                    <th>Parameters</th>
+                    <th>Metric Value</th>
+                </tr>
+            </thead>
+            <tbody>
+                {{trial_results}}
+            </tbody>
+        </table>
+
+        <h2>Visualization</h2>
+        <img src="{{visualization_url}}" alt="Hyperparameter Tuning Visualization">
+    </div>
+
+</body>
+</html>