Update full_paper_workflow.ipynb

buds-lab · Dec 14, 2022 · 8fa1ced · 8fa1ced
1 parent faee2c6
commit 8fa1ced
Showing 1 changed file with 6 additions and 10 deletions.
diff --git a/full_paper_workflow.ipynb b/full_paper_workflow.ipynb
@@ -33,7 +33,6 @@
     "import datetime\n",
     "import geopandas as gpd\n",
     "import holidays\n",
-    "import itertools\n",
     "import july\n",
     "import numpy as np\n",
     "import os\n",
@@ -45,11 +44,8 @@
     "# Import Machine learning modules\n",
     "import sklearn\n",
     "from sklearn import metrics\n",
-    "from sklearn.ensemble import AdaBoostRegressor\n",
     "from sklearn.model_selection import train_test_split\n",
-    "from sklearn.neighbors import KNeighborsRegressor\n",
-    "from sklearn.tree import DecisionTreeRegressor\n",
-    "from scipy.cluster.vq import kmeans, vq, whiten\n",
+    "from scipy.cluster.vq import kmeans, vq\n",
     "from scipy.optimize import curve_fit\n",
     "from scipy.spatial.distance import cdist\n",
     "# Import CEA modules\n",
@@ -103,16 +99,16 @@
    "outputs": [],
    "source": [
     "electricity_data = pd.read_csv(\n",
-    "    os.path.join(os.getcwd(), 'meter_data', 'processed_2018-2020', 'electricity_kWh_2018-2020.csv'),\n",
+    "    os.path.join(os.getcwd(), 'meter_data', 'electricity_kWh_2018-2020.csv'),\n",
     "    index_col=0, parse_dates=True)\n",
     "cooling_data = pd.read_csv(\n",
-    "    os.path.join(os.getcwd(), 'meter_data', 'processed_2018-2020', 'cooling_kWh_2018-2020.csv'),\n",
+    "    os.path.join(os.getcwd(), 'meter_data', 'cooling_kWh_2018-2020.csv'),\n",
     "    index_col=0, parse_dates=True)\n",
     "wifi_data = pd.read_csv(\n",
-    "    os.path.join(os.getcwd(), 'meter_data', 'processed_2018-2020', 'occupancy_wifi_2018-2020.csv'),\n",
+    "    os.path.join(os.getcwd(), 'meter_data', 'occupancy_wifi_2018-2020.csv'),\n",
     "    index_col=0, parse_dates=True)\n",
     "weather_data = pd.read_csv(\n",
-    "    os.path.join(os.getcwd(), 'meter_data', 'processed_2018-2020', 'weather_2018_and_2020.csv'),\n",
+    "    os.path.join(os.getcwd(), 'meter_data', 'weather_2018_and_2020.csv'),\n",
     "    index_col=0, parse_dates=True)"
    ]
   },
@@ -117577,7 +117573,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 1. Regression"
+    "# 2. Regression"
    ]
   },
   {