packages update

Packages.py

 
 ## Data loading, handling, and preprocessing
+import os
 import sys
 import csv
+import random
 import numpy as np
 import pandas as pd
 from os import listdir
@@ -13,7 +15,7 @@ from umap.umap_ import UMAP
 from sklearn.decomposition import PCA
 
 # Clustering
-from sklearn.cluster import KMeans as km
+from sklearn.cluster import KMeans
 #import hdbscan
 
 # Modelling
@@ -34,7 +36,8 @@ from sklearn.cross_decomposition import PLSRegression
 ## Images and plots 
 from PIL import Image
 import plotly.express as px
-
+import matplotlib.pyplot as plt
+import seaborn as sns
 ### Important Metrics
 from sklearn.metrics import pairwise_distances_argmin_min
 
@@ -48,3 +51,10 @@ import pyodbc
 #Library for reading the config file, which is in JSON
 import json
 
+# save models
+import joblib
+import pickle as pkl
+
+
+from hyperopt import fmin, hp, tpe, Trials, space_eval, STATUS_OK, anneal
+st.set_option('deprecation.showPyplotGlobalUse', False)