Add unique IDs to markdown and code cells in OpenSpiel tutorial notebook

Author: edwardchalstrey1

doc/tutorials/interoperability_tutorials/openspiel.ipynb

@@ -2,6 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "id": "fcb19ba2",
    "metadata": {},
    "source": [
     "# Using Gambit with OpenSpiel\n",
@@ -26,23 +27,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "id": "ebb78322",
    "metadata": {},
    "outputs": [],
    "source": [
     "from io import StringIO\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pyspiel\n",
     "from open_spiel.python import rl_environment\n",
     "from open_spiel.python.algorithms import tabular_qlearner\n",
     "from open_spiel.python.algorithms.gambit import export_gambit\n",
     "from open_spiel.python.egt import dynamics\n",
     "from open_spiel.python.egt.utils import game_payoffs_array\n",
     "\n",
-    "import pyspiel\n",
-    "\n",
     "import pygambit as gbt"
    ]
   },
@@ -89,6 +89,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
+   "id": "1d51af0a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -351,7 +352,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "id": "b9a352c5",
    "metadata": {},
    "outputs": [
@@ -379,7 +380,10 @@
     "        paper_proportions.append(x[1])\n",
     "        scissors_proportions.append(x[2])\n",
     "        if plot_average_strategy:\n",
-    "            y.append([np.mean(rock_proportions), np.mean(paper_proportions), np.mean(scissors_proportions)])\n",
+    "            y.append([np.mean(rock_proportions),\n",
+    "                      np.mean(paper_proportions),\n",
+    "                      np.mean(scissors_proportions)\n",
+    "                      ])\n",
     "        else:\n",
     "            y.append(x.copy())\n",
     "    y = np.array(y)\n",
@@ -640,6 +644,7 @@
   },
   {
    "cell_type": "markdown",
+   "id": "9926fb07",
    "metadata": {},
    "source": [
     "<!-- ## Extensive-form example: Silly1111 Poker -->\n",
@@ -721,7 +726,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": null,
    "id": "1ec19b1c",
    "metadata": {},
    "outputs": [
@@ -740,7 +745,7 @@
     }
    ],
    "source": [
-    "eqm['Pl0']"
+    "eqm[\"Pl0\"]"
    ]
   },
   {
@@ -786,7 +791,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": null,
    "id": "8528e1bd",
    "metadata": {},
    "outputs": [
@@ -805,7 +810,7 @@
     }
    ],
    "source": [
-    "eqm['Pl1']"
+    "eqm[\"Pl1\"]"
    ]
   },
   {
@@ -983,7 +988,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": null,
    "id": "77dc34c8",
    "metadata": {},
    "outputs": [],
@@ -1007,7 +1012,10 @@
     "    )\n",
     "\n",
     "gbt_one_card_poker.append_move(\n",
-    "    [gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"], gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"]],\n",
+    "    [\n",
+    "        gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"],\n",
+    "        gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"]\n",
+    "    ],\n",
     "    player=\"Bob\",\n",
     "    actions=[\"Call\", \"Fold\"]\n",
     ")\n",
@@ -1018,17 +1026,36 @@
     "lose = gbt_one_card_poker.add_outcome([-1, 1], label=\"Lose\")\n",
     "\n",
     "# Alice folds, Bob wins small\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"King\"].children[\"Fold\"], lose)\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"Queen\"].children[\"Fold\"], lose)\n",
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"King\"].children[\"Fold\"],\n",
+    "    lose\n",
+    ")\n",
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"Queen\"].children[\"Fold\"],\n",
+    "    lose\n",
+    ")\n",
+    "\n",
     "# Bob sees Alice Bet and calls, correctly believing she is bluffing, Bob wins big\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"].children[\"Call\"], lose_big)\n",
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"].children[\"Call\"],\n",
+    "    lose_big\n",
+    ")\n",
     "\n",
     "# Bob sees Alice Bet and calls, incorrectly believing she is bluffing, Alice wins big\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"].children[\"Call\"], win_big)\n",
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"].children[\"Call\"],\n",
+    "    win_big\n",
+    ")\n",
     "\n",
     "# Bob does not call Alice's Bet, Alice wins small\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"].children[\"Fold\"], win)\n",
-    "gbt_one_card_poker.set_outcome(gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"].children[\"Fold\"], win)"
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"King\"].children[\"Bet\"].children[\"Fold\"],\n",
+    "    win\n",
+    ")\n",
+    "gbt_one_card_poker.set_outcome(\n",
+    "    gbt_one_card_poker.root.children[\"Queen\"].children[\"Bet\"].children[\"Fold\"],\n",
+    "    win\n",
+    ")"
    ]
   },
   {