Update app.py

app.py

@@ -1,15 +1,51 @@
 
+#import os
+#import gradio as gr
+#import joblib
+#import subprocess
+#import pandas as pd
+#import json
+#from pathlib import Path
+#from threading import Lock
+#from huggingface_hub import CommitScheduler
+#import uuid
+#from huggingface_hub import HfApi
+
+import seaborn as sns
+import pandas as pd
+import numpy as np
+import pyod
+import pyreadr
+import urllib
+import rdata
+import wget
 import os
 import gradio as gr
 import joblib
 import subprocess
 import pandas as pd
 import json
+import uuid
+from sklearn.metrics import f1_score, confusion_matrix
+from pyod.models.mcd import MCD
+from pyod.utils.data import generate_data
+from pyod.utils.data import evaluate_print
+from sklearn.datasets import fetch_openml
+from sklearn.preprocessing import StandardScaler, OneHotEncoder
+from sklearn.compose import make_column_transformer
+from sklearn.pipeline import make_pipeline
+from sklearn.model_selection import train_test_split
+from sklearn.linear_model import LinearRegression
+from sklearn.metrics import mean_squared_error, r2_score
 from pathlib import Path
 from threading import Lock
 from huggingface_hub import CommitScheduler
-import uuid
 from huggingface_hub import HfApi
+from IPython.display import display, HTML
+import warnings
+
+# Ignore all warnings
+warnings.filterwarnings("ignore")
 
 # Download the dataset
 url = "http://www.ulb.ac.be/di/map/adalpozz/data/creditcard.Rdata"