[MNT] modify table style of result of mnist

docs/Examples/MNISTAdd.rst

@@ -381,17 +381,44 @@ We present the results of ABL as follows, which include the reasoning accuracy (
 - `DeepProbLog <https://github.com/ML-KULeuven/deepproblog>`_: An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming;
 - `DeepStochLog <https://github.com/ML-KULeuven/deepstochlog>`_: A neural-symbolic framework based on stochastic logic program.
 
-.. table::
-   :class: centered
-
-   +--------------+----------+------------------------------+
-   | Method       | Accuracy | Time to achieve the Acc. (s) |
-   +==============+==========+==============================+
-   | NeurASP      | 0.962    | 966                          |
-   +--------------+----------+------------------------------+
-   | DeepProbLog  | 0.971    | 2045                         |
-   +--------------+----------+------------------------------+
-   | DeepStochLog | 0.975    | 257                          |
-   +--------------+----------+------------------------------+
-   | ABL          | 0.981    | 47                           |
-   +--------------+----------+------------------------------+
+.. raw:: html
+
+    <style type="text/css">
+    .tg  {border-collapse:collapse;border-spacing:0;margin-bottom:20px;}
+    .tg td, .tg th {border:1px solid #ddd;padding:10px 15px;text-align:center;}
+    .tg th {background-color:#f5f5f5;color:#333333;}
+    .tg tr:nth-child(even) {background-color:#f9f9f9;}
+    .tg tr:nth-child(odd) {background-color:#ffffff;}
+    </style>
+
+    <table class="tg" style="margin-left: auto; margin-right: auto;">
+    <thead>
+    <tr>
+        <th>Method</th>
+        <th>Accuracy</th>
+        <th>Time to achieve the Acc. (s)</th>
+    </tr>
+    </thead>
+    <tbody>
+    <tr>
+        <td>NeurASP</td>
+        <td>96.2</td>
+        <td>966</td>
+    </tr>
+    <tr>
+        <td>DeepProbLog</td>
+        <td>97.1</td>
+        <td>2045</td>
+    </tr>
+    <tr>
+        <td>DeepStochLog</td>
+        <td>97.5</td>
+        <td>257</td>
+    </tr>
+    <tr>
+        <td>ABL</td>
+        <td><span style="font-weight:bold">98.1</span></td>
+    <td><span style="font-weight:bold">47</span></td>
+    </tr>
+    </tbody>
+    </table>

examples/mnist_add/README.md

@@ -56,9 +56,34 @@ We present the results of ABL as follows, which include the reasoning accuracy (
 - [**DeepProbLog**](https://github.com/ML-KULeuven/deepproblog): An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming;
 - [**DeepStochLog**](https://github.com/ML-KULeuven/deepstochlog): A neural-symbolic framework based on stochastic logic program.
 
-|  Method      | Accuracy | Time to achieve the Acc. (s) |
-| :----------: | :------: | :--------------------------: |
-|  NeurASP     |  0.962   |             966              |
-| DeepProbLog  |  0.971   |             2045             |
-| DeepStochLog |  0.975   |             257              |
-|     ABL      |  0.981   |              47              |
+<table class="tg" style="margin-left: auto; margin-right: auto;">
+<thead>
+<tr>
+    <th>Method</th>
+    <th>Accuracy</th>
+    <th>Time to achieve the Acc. (s)</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+    <td>NeurASP</td>
+    <td>96.2</td>
+    <td>966</td>
+</tr>
+<tr>
+    <td>DeepProbLog</td>
+    <td>97.1</td>
+    <td>2045</td>
+</tr>
+<tr>
+    <td>DeepStochLog</td>
+    <td>97.5</td>
+    <td>257</td>
+</tr>
+<tr>
+    <td>ABL</td>
+    <td><span style="font-weight:bold">98.1</span></td>
+<td><span style="font-weight:bold">47</span></td>
+</tr>
+</tbody>
+</table>

examples/mnist_add/mnist_add.ipynb

@@ -479,12 +479,45 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "|  Method      | Accuracy | Time to achieve the Acc. (s) |\n",
-    "| :----------: | :------: | :--------------------------: |\n",
-    "|  NeurASP     |  0.962   |             966              |\n",
-    "| DeepProbLog  |  0.971   |             2045             |\n",
-    "| DeepStochLog |  0.975   |             257              |\n",
-    "|     ABL      |  0.981   |              47              |"
+    "<style type=\"text/css\">\n",
+    ".tg  {border-collapse:collapse;border-spacing:0;margin-bottom:20px;}\n",
+    ".tg td, .tg th {border:1px solid #ddd;padding:10px 15px;text-align:center;}\n",
+    ".tg th {background-color:#f5f5f5;color:#333333;}\n",
+    ".tg tr:nth-child(even) {background-color:#f9f9f9;}\n",
+    ".tg tr:nth-child(odd) {background-color:#ffffff;}\n",
+    "</style>\n",
+    "\n",
+    "<table class=\"tg\" style=\"margin-left: auto; margin-right: auto;\">\n",
+    "<thead>\n",
+    "<tr>\n",
+    "    <th>Method</th>\n",
+    "    <th>Accuracy</th>\n",
+    "    <th>Time to achieve the Acc. (s)</th>\n",
+    "</tr>\n",
+    "</thead>\n",
+    "<tbody>\n",
+    "<tr>\n",
+    "    <td>NeurASP</td>\n",
+    "    <td>96.2</td>\n",
+    "    <td>966</td>\n",
+    "</tr>\n",
+    "<tr>\n",
+    "    <td>DeepProbLog</td>\n",
+    "    <td>97.1</td>\n",
+    "    <td>2045</td>\n",
+    "</tr>\n",
+    "<tr>\n",
+    "    <td>DeepStochLog</td>\n",
+    "    <td>97.5</td>\n",
+    "    <td>257</td>\n",
+    "</tr>\n",
+    "<tr>\n",
+    "    <td>ABL</td>\n",
+    "    <td><span style=\"font-weight:bold\">98.1</span></td>\n",
+    "<td><span style=\"font-weight:bold\">47</span></td>\n",
+    "</tr>\n",
+    "</tbody>\n",
+    "</table>\n"
    ]
   }
  ],
@@ -504,7 +537,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.8.18"
   },
   "orig_nbformat": 4,
   "vscode": {