chapter EDA written

EDA/EDA.ipynb

@@ -23,7 +23,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "file_path = \"adabase-public-0020-v_0_0_2.h5py\""
+    "file_path = \"YOUR_FILE_PATH.h5py\""
    ]
   },
   {
@@ -87,7 +87,7 @@
    "id": "a4731c56",
    "metadata": {},
    "source": [
-    "Actions units"
+    "Insights on actions units"
    ]
   },
   {
@@ -167,7 +167,7 @@
    "id": "332740a8",
    "metadata": {},
    "source": [
-    "Plots"
+    "Example plot of ECG curve"
    ]
   },
   {
@@ -177,7 +177,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# df_signals_ecg = pd.read_hdf(file_path, \"SIGNALS\", mode=\"r\", columns=[\"STUDY\",\"LEVEL\", \"PHASE\", 'RAW_ECG_I'])\n",
     "df_signals_ecg = df_signals[[\"STUDY\",\"LEVEL\", \"PHASE\", 'RAW_ECG_I']]\n",
     "df_signals_ecg.shape"
    ]

EDA/distribution_plots.ipynb

@@ -37,7 +37,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "dataset_path = Path(r\"\")"
+    "dataset_path = Path(r\"\") # TODO: enter path to dataset"
    ]
   },
   {

EDA/histogramms.ipynb

@@ -36,7 +36,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "path  = Path(r\"/home/jovyan/data-paulusjafahrsimulator-gpu/new_datasets/50s_25Hz_dataset.parquet\")\n",
+    "path  = Path(r\".parquet\") # TODO: enter path to dataset\n",
     "df = pd.read_parquet(path=path)"
    ]
   },
@@ -192,18 +192,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.10"
   }
  },
  "nbformat": 4,

EDA/researchOnSubjectPerformance.ipynb

@@ -155,7 +155,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "310",
    "language": "python",
    "name": "python3"
   },
@@ -169,7 +169,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.10"
+   "version": "3.10.19"
   }
  },
  "nbformat": 4,