fix: load files in real world examples

aimclub · Sep 24, 2024 · e9f707b · e9f707b
1 parent 2b5a6eb
commit e9f707b
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Showing 4 changed files with 370 additions and 271 deletions.
diff --git a/...al_examples/energy_monitoring/ts_regression/building_energy_consumption_electricity.ipynb b/...al_examples/energy_monitoring/ts_regression/building_energy_consumption_electricity.ipynb
diff --git a/...dustrial_examples/energy_monitoring/ts_regression/building_energy_consumption_steam.ipynb b/...dustrial_examples/energy_monitoring/ts_regression/building_energy_consumption_steam.ipynb
@@ -121,19 +121,15 @@
      ]
     }
    ],
-   "source": [
-    "_, train_data, test_data = DataLoader(dataset_name=dataset_name).read_train_test_files(\n",
-    "            dataset_name=dataset_name,\n",
-    "            data_path=data_path)"
-   ]
+   "source": "train_data, test_data = DataLoader(dataset_name=dataset_name, folder=data_path).load_data()"
   },
   {
    "cell_type": "code",
    "execution_count": 5,
    "outputs": [],
    "source": [
     "import numpy as np\n",
-    "features = np.array(train_data[0].values.tolist()).astype(float)"
+    "features = np.array(train_data[0].tolist()).astype(float)"
    ],
    "metadata": {
     "collapsed": false,
@@ -2327,4 +2323,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 1
-}
+}
diff --git a/...ples/real_world_examples/industrial_examples/equipment_monitoring/motor_temperature.ipynb b/...ples/real_world_examples/industrial_examples/equipment_monitoring/motor_temperature.ipynb
@@ -133,19 +133,15 @@
      ]
     }
    ],
-   "source": [
-    "_, train_data, test_data = DataLoader(dataset_name=dataset_name).read_train_test_files(\n",
-    "            dataset_name=dataset_name,\n",
-    "            data_path=data_path)"
-   ]
+   "source": "train_data, test_data = DataLoader(dataset_name=dataset_name, folder=data_path).load_data()"
   },
   {
    "cell_type": "code",
    "execution_count": 13,
    "outputs": [],
    "source": [
     "import numpy as np\n",
-    "features = np.array(train_data[0].values.tolist()).astype(float)"
+    "features = np.array(train_data[0].tolist()).astype(float)"
    ],
    "metadata": {
     "collapsed": false,
@@ -11689,4 +11685,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 1
-}
+}
diff --git a/...les/real_world_examples/industrial_examples/health_monitoring/heart_rate_monitoring.ipynb b/...les/real_world_examples/industrial_examples/health_monitoring/heart_rate_monitoring.ipynb
@@ -131,19 +131,15 @@
      ]
     }
    ],
-   "source": [
-    "_, train_data, test_data = DataLoader(dataset_name=dataset_name).read_train_test_files(\n",
-    "            dataset_name=dataset_name,\n",
-    "            data_path=data_path)"
-   ]
+   "source": "train_data, test_data = DataLoader(dataset_name=dataset_name, folder=data_path).load_data()"
   },
   {
    "cell_type": "code",
    "execution_count": 5,
    "outputs": [],
    "source": [
     "import numpy as np\n",
-    "features = np.array(train_data[0].values.tolist()).astype(float)"
+    "features = np.array(train_data[0].tolist()).astype(float)"
    ],
    "metadata": {
     "collapsed": false,
@@ -884,4 +880,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 1
-}
+}