chore: debug decision tree classifier notebook (#648)

zama-ai · Apr 26, 2024 · 8a9eb9d · 8a9eb9d
1 parent 3064d8f
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Showing 24 changed files with 2,135 additions and 1,093 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
@@ -146,9 +146,9 @@
      "output_type": "stream",
      "text": [
       "total 76K\r\n",
-      "-rw-r--r-- 1 root root  59K Feb 27 11:51 client.zip\r\n",
-      "-rw-r--r-- 1 root root 9.4K Feb 27 11:51 server.zip\r\n",
-      "-rw-r--r-- 1 root root   76 Feb 27 11:51 versions.json\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"
      ]
     }
    ],
@@ -177,7 +177,7 @@
      "output_type": "stream",
      "text": [
       "total 12K\r\n",
-      "-rw-r--r-- 1 root root 9.4K Feb 27 11:51 server.zip\r\n"
+      "-rw-r--r-- 1 root root 9.5K Apr 25 20:00 server.zip\r\n"
      ]
     }
    ],
@@ -197,7 +197,7 @@
      "output_type": "stream",
      "text": [
       "total 60K\r\n",
-      "-rw-r--r-- 1 root root 59K Feb 27 11:51 client.zip\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 /tmp/tmpb10g3py3/6318749875182965247\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 0.74 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: 0.9294174079511626\n"
+      "Best score: 0.9293680390146857\n"
      ]
     }
    ],
@@ -90,7 +90,7 @@
     "    cv=10,\n",
     "    scoring=\"average_precision\",\n",
     "    error_score=\"raise\",\n",
-    "    n_jobs=-1,\n",
+    "    n_jobs=1,\n",
     ")\n",
     "\n",
     "gs_results = grid_search.fit(x_train, y_train)\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: 0.53 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
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>..f38deaf217..</td>\n",
-       "      <td>..80e5b1f4b8..</td>\n",
-       "      <td>..20f9749c9b..</td>\n",
-       "      <td>..9e89289f5d..</td>\n",
+       "      <td>..f31d8b9966..</td>\n",
+       "      <td>..0f156139c2..</td>\n",
+       "      <td>..5f4937488f..</td>\n",
+       "      <td>..d276b7d5e3..</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>..e062ad508e..</td>\n",
-       "      <td>..7b70a5be13..</td>\n",
-       "      <td>..ec553d68f9..</td>\n",
-       "      <td>..38cf3577b8..</td>\n",
+       "      <td>..c78ffe3528..</td>\n",
+       "      <td>..500bea009a..</td>\n",
+       "      <td>..d954585724..</td>\n",
+       "      <td>..8ea6a7201e..</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>..f35391bad1..</td>\n",
-       "      <td>..d5c81a8459..</td>\n",
-       "      <td>..b31bf9b2ba..</td>\n",
-       "      <td>..a251141c24..</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",
-       "..f38deaf217.. ..80e5b1f4b8.. ..20f9749c9b.. ..9e89289f5d..\n",
-       "..e062ad508e.. ..7b70a5be13.. ..ec553d68f9.. ..38cf3577b8..\n",
-       "..f35391bad1.. ..d5c81a8459.. ..b31bf9b2ba.. ..a251141c24.."
+       "..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: 8.27s\n"
+      "Total execution time: 8.21s\n"
      ]
     }
    ],