UPDATE Simplified_Notebook

Author: Ruban2205

Simplified_Notebook/Ruban_Data_Preprocessing.ipynb renamed to Simplified_Notebook/ML_Data_Preprocessing.ipynb

@@ -9,6 +9,23 @@
         "## **Linear Regression**"
       ]
     },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Linear regression libraries\n",
+        "from sklearn.linear_model import LinearRegression, LogisticRegression, Perceptron\n",
+        "from sklearn.metrics import r2_score, f1_score, recall_score, precision_score\n",
+        "from sklearn.metrics import silhouette_score, accuracy_score, mean_squared_error\n",
+        "from sklearn.metrics import mean_absolute_error\n",
+        "\n",
+        "from sklearn.neural_network import MLPRegressor, MLPClassifier"
+      ],
+      "metadata": {
+        "id": "7aIqgnt34161"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
     {
       "cell_type": "code",
       "execution_count": null,
@@ -1425,7 +1442,7 @@
         "id": "LHHVrOA5d0NX"
       },
       "source": [
-        "# ##**LOGISTIC REGRESSION** "
+        "# **LOGISTIC REGRESSION** "
       ]
     },
     {
@@ -2121,6 +2138,7 @@
       "cell_type": "code",
       "source": [
         "#eta0 is the Learning rate\n",
+        "\n",
         "model = Perceptron(random_state= 100, eta0 = 0.5)\n",
         "\n",
         "model.fit(xtrain, ytrain)"
@@ -4912,7 +4930,6 @@
     }
   ],
   "metadata": {
-    "accelerator": "GPU",
     "colab": {
       "provenance": []
     },