chore: refresh notebooks

zama-ai · Apr 26, 2024 · 4536ec4 · 4536ec4
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Showing 21 changed files with 2,114 additions and 885 deletions.
diff --git a/docs/advanced_examples/ClassifierComparison.ipynb b/docs/advanced_examples/ClassifierComparison.ipynb
diff --git a/docs/advanced_examples/ClientServer.ipynb b/docs/advanced_examples/ClientServer.ipynb
@@ -145,10 +145,10 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "total 152\r\n",
-      "-rw-r--r--  1 romanbredehoft  staff    59K Apr 25 14:02 client.zip\r\n",
-      "-rw-r--r--  1 romanbredehoft  staff   9.2K Apr 25 14:02 server.zip\r\n",
-      "-rw-r--r--  1 romanbredehoft  staff    76B Apr 25 14:02 versions.json\r\n"
+      "total 76K\r\n",
+      "-rw-r--r-- 1 root root  59K Apr 25 20:00 client.zip\r\n",
+      "-rw-r--r-- 1 root root 9.5K Apr 25 20:00 server.zip\r\n",
+      "-rw-r--r-- 1 root root   75 Apr 25 20:00 versions.json\r\n"
      ]
     }
    ],
@@ -176,8 +176,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "total 24\r\n",
-      "-rw-r--r--  1 romanbredehoft  staff   9.2K Apr 25 14:02 server.zip\r\n"
+      "total 12K\r\n",
+      "-rw-r--r-- 1 root root 9.5K Apr 25 20:00 server.zip\r\n"
      ]
     }
    ],
@@ -196,8 +196,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "total 120\r\n",
-      "-rw-r--r--  1 romanbredehoft  staff    59K Apr 25 14:02 client.zip\r\n"
+      "total 60K\r\n",
+      "-rw-r--r-- 1 root root 59K Apr 25 20:00 client.zip\r\n"
      ]
     }
    ],
@@ -223,7 +223,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "KeySetCache: miss, regenerating /var/folders/p6/8g0g4d5s4y1bzz95sw3ch7qw0000gn/T/tmpgv8ih42r/6288456596652981602\n"
+      "KeySetCache: miss, regenerating /tmp/tmp61ls254t/6318749875182965247\n"
      ]
     }
    ],
@@ -271,7 +271,7 @@
      "output_type": "stream",
      "text": [
       "Encrypted data is 1538.10 times larger than the clear data\n",
-      "The average execution time is 0.39 seconds per sample.\n"
+      "The average execution time is 0.71 seconds per sample.\n"
      ]
     }
    ],

diff --git a/docs/advanced_examples/ConvolutionalNeuralNetwork.ipynb b/docs/advanced_examples/ConvolutionalNeuralNetwork.ipynb
diff --git a/docs/advanced_examples/DecisionTreeClassifier.ipynb b/docs/advanced_examples/DecisionTreeClassifier.ipynb
@@ -66,7 +66,7 @@
      "output_type": "stream",
      "text": [
       "Best hyper parameters: {'max_depth': None, 'max_features': None, 'min_samples_leaf': 10, 'min_samples_split': 100}\n",
-      "Best score: 0.9300808556256511\n"
+      "Best score: 0.9293680390146857\n"
      ]
     }
    ],
@@ -247,7 +247,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Key generation time: 0.48 seconds\n"
+      "Key generation time: 0.49 seconds\n"
      ]
     }
    ],
@@ -279,7 +279,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Execution time: 0.51 seconds per sample\n"
+      "Execution time: 0.58 seconds per sample\n"
      ]
     }
    ],

diff --git a/docs/advanced_examples/DecisionTreeRegressor.ipynb b/docs/advanced_examples/DecisionTreeRegressor.ipynb
@@ -81,7 +81,8 @@
      "output_type": "stream",
      "text": [
       "Using ConcreteML version 1.5.0\n",
-      "With Python version 3.10.11 (v3.10.11:7d4cc5aa85, Apr  4 2023, 19:05:19) [Clang 13.0.0 (clang-1300.0.29.30)]\n"
+      "With Python version 3.8.18 (default, Aug 28 2023, 08:26:46) \n",
+      "[GCC 9.4.0]\n"
      ]
     }
    ],
@@ -243,7 +244,15 @@
    "execution_count": 6,
    "id": "8069097d",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Training on 5100 samples in 21.4547 seconds\n"
+     ]
+    }
+   ],
    "source": [
     "default_model = ConcreteDecisionTreeRegressor(criterion=\"absolute_error\", n_bits=6, random_state=42)\n",
     "\n",
@@ -254,7 +263,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "e286d33c",
    "metadata": {},
    "outputs": [
@@ -288,7 +297,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "3b076c44",
    "metadata": {},
    "outputs": [
@@ -349,7 +358,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "1e64ee0b-76af-4e6a-a1d7-31048115a6e7",
    "metadata": {},
    "outputs": [
@@ -396,7 +405,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "20431f4b",
    "metadata": {},
    "outputs": [],
@@ -414,7 +423,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "07e5cffc",
    "metadata": {},
    "outputs": [],
@@ -424,7 +433,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "177e073d",
    "metadata": {},
    "outputs": [
@@ -495,15 +504,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "6ca2fd2c",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Compiled with 5100 samples in 83.1571 seconds\n"
+      "Compiled with 500 samples in 10.6575 seconds\n"
      ]
     }
    ],
@@ -517,7 +526,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "132936f9",
    "metadata": {},
    "outputs": [
@@ -551,7 +560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "cb045438",
    "metadata": {},
    "outputs": [],
@@ -563,15 +572,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "904f585b",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Execution time: 7.52 seconds per sample\n"
+      "Execution time: 7.49 seconds per sample\n"
      ]
     }
    ],
@@ -595,7 +604,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "id": "07fe03ba",
    "metadata": {},
    "outputs": [
@@ -635,7 +644,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "id": "15008ad0-05d0-4ec2-91ea-c4be2efbc05b",
    "metadata": {},
    "outputs": [
@@ -659,16 +668,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Circuit compiled with 5100 samples in 114.1739 seconds\n",
+      "Circuit compiled with 5100 samples in 118.5562 seconds\n",
       "Generating a key for an 9-bit circuit\n",
-      "Key generation time: 0.41 seconds\n"
+      "Key generation time: 0.42 seconds\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Execution time: 8.35 seconds per sample\n",
+      "Execution time: 9.64 seconds per sample\n",
       "\n",
       "N_BITS = 8\n",
       "----------\n"
@@ -686,16 +695,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Circuit compiled with 5100 samples in 123.1487 seconds\n",
+      "Circuit compiled with 5100 samples in 105.0549 seconds\n",
       "Generating a key for an 10-bit circuit\n",
-      "Key generation time: 0.41 seconds\n"
+      "Key generation time: 0.42 seconds\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Execution time: 7.80 seconds per sample\n",
+      "Execution time: 9.05 seconds per sample\n",
       "\n"
      ]
     }

diff --git a/docs/advanced_examples/EncryptedPandas.ipynb b/docs/advanced_examples/EncryptedPandas.ipynb
@@ -492,31 +492,31 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <td>..c0e7495b02..</td>\n",
-       "      <td>..c9fe2ab2b6..</td>\n",
-       "      <td>..5da7a2af7f..</td>\n",
-       "      <td>..4817831af6..</td>\n",
+       "      <td>..f31d8b9966..</td>\n",
+       "      <td>..0f156139c2..</td>\n",
+       "      <td>..5f4937488f..</td>\n",
+       "      <td>..d276b7d5e3..</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>..bd9797adb8..</td>\n",
-       "      <td>..414c3958e0..</td>\n",
-       "      <td>..46969bfe5f..</td>\n",
-       "      <td>..ae8a967d66..</td>\n",
+       "      <td>..c78ffe3528..</td>\n",
+       "      <td>..500bea009a..</td>\n",
+       "      <td>..d954585724..</td>\n",
+       "      <td>..8ea6a7201e..</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>..8f5fe5220d..</td>\n",
-       "      <td>..dae7c10e46..</td>\n",
-       "      <td>..d118420501..</td>\n",
-       "      <td>..4df98945c3..</td>\n",
+       "      <td>..4648f2ace2..</td>\n",
+       "      <td>..203a97f4bb..</td>\n",
+       "      <td>..4bdefb05fa..</td>\n",
+       "      <td>..faef1cfbdb..</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>"
       ],
       "text/plain": [
        "         index            day           time           size\n",
-       "..c0e7495b02.. ..c9fe2ab2b6.. ..5da7a2af7f.. ..4817831af6..\n",
-       "..bd9797adb8.. ..414c3958e0.. ..46969bfe5f.. ..ae8a967d66..\n",
-       "..8f5fe5220d.. ..dae7c10e46.. ..d118420501.. ..4df98945c3.."
+       "..f31d8b9966.. ..0f156139c2.. ..5f4937488f.. ..d276b7d5e3..\n",
+       "..c78ffe3528.. ..500bea009a.. ..d954585724.. ..8ea6a7201e..\n",
+       "..4648f2ace2.. ..203a97f4bb.. ..4bdefb05fa.. ..faef1cfbdb.."
       ]
      },
      "execution_count": 9,
@@ -584,7 +584,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Total execution time: 6.82s\n"
+      "Total execution time: 8.21s\n"
      ]
     }
    ],