Update .vscode, .cursor, and examples folders [skip ci]

Author: xRiskLab

.cursor/rules/python/RULE.md .cursor/rules/python.mdc.cursor/rules/python/RULE.md renamed to .cursor/rules/python.mdc

@@ -0,0 +1,3 @@
+{
+  "recommendations": ["sourcery.sourcery"]
+}

.vscode/extensions.json

@@ -0,0 +1,3 @@
+code {
+    font-family: "JetBrains Mono", "SF Mono", Monaco, "Cascadia Code", "Roboto Mono", Consolas, "Courier New", monospace !important;
+  }

.vscode/markdown-code.css

@@ -0,0 +1,45 @@
+{
+  "editor.fontFamily": "JetBrains Mono",
+  "editor.fontLigatures": true,
+  "[python]": {
+    "editor.formatOnSave": true,
+    "editor.codeActionsOnSave": {
+      "source.fixAll": "explicit",
+      "source.organizeImports": "explicit"
+    },
+    "editor.defaultFormatter": "charliermarsh.ruff"
+  },
+  "notebook.formatOnSave.enabled": true,
+  "notebook.codeActionsOnSave": {
+    "notebook.source.fixAll": "explicit",
+    "notebook.source.organizeImports": "explicit"
+  },
+  "[json]": {
+    "editor.formatOnSave": true,
+    "editor.defaultFormatter": "esbenp.prettier-vscode"
+  },
+  "[jsonc]": {
+    "editor.formatOnSave": true,
+    "editor.defaultFormatter": "esbenp.prettier-vscode"
+  },
+  "[markdown]": {
+    "editor.fontFamily": "\"IA Writer Duo S\", monospace",
+    "editor.fontLigatures": true,
+    "editor.fontSize": 16,
+    "editor.lineHeight": 26,
+    "editor.wordWrap": "wordWrapColumn",
+    "editor.wordWrapColumn": 110,
+    "editor.lineNumbers": "on"
+  },
+  "markdown.preview.fontFamily": "system-ui, -apple-system, sans-serif",
+  "[latex]": {
+    "editor.fontFamily": "\"IA Writer Duo S\", monospace",
+    "editor.fontLigatures": true,
+    "editor.fontSize": 16,
+    "editor.lineHeight": 26,
+    "editor.wordWrap": "wordWrapColumn",
+    "editor.wordWrapColumn": 100,
+    "editor.lineNumbers": "on"
+  },
+  "markdown.styles": [".vscode/markdown-code.css"]
+}

.vscode/settings.json

@@ -134,7 +134,7 @@
    "source": [
     "## 3. Information Value Analysis with @iv_styled Decorator\n",
     "\n",
-    "The `@iv_styled` decorator automatically applies IV analysis styling. If `itables` is installed, you'll get an interactive table with sorting, filtering, and search capabilities:\n"
+    "The `@iv_styled` decorator automatically applies IV analysis styling:\n"
    ]
   },
   {
@@ -318,7 +318,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -466,16 +466,14 @@
     }
    ],
    "source": [
-    "# Light theme version\n",
     "@styled(highlight_cols=[\"iv\", \"gini\"], precision=4, theme=\"light\")\n",
     "def get_top_features_light(n=5):\n",
-    "    \"\"\"Get top N features by IV (light theme).\"\"\"\n",
+    "    \"\"\"Get top N features by IV and Gini.\"\"\"\n",
     "    iv_df = woe.get_iv_analysis()\n",
     "    return iv_df.nlargest(n, \"iv\")[[\"feature\", \"iv\", \"gini\", \"iv_se\"]]\n",
     "\n",
     "\n",
-    "# Display both versions\n",
-    "print(\"### Light Theme\")\n",
+    "# Get Top 5 Features\n",
     "get_top_features_light(n=5)"
    ]
   },