fix page icons

main_page.py

@@ -71,7 +71,7 @@ show_pages(
         Page("pages/supervised_unsupervised_page.py", "Supervised vs Unsupervised", "🔍"), 
         Page("pages/timeseries_analysis.py", "Time Series Forecasting", "📈"),
         Page("pages/sentiment_analysis.py", "Sentiment Analysis", "👍"),
-        Page("pages/object_detection.py", "Object Detection", "📹"), #need to reduce RAM costs
+        Page("pages/object_detection.py", "Object Detection", "📹"), 
         Page("pages/recommendation_system.py", "Recommendation system", "🛒")
     ]
 )

pages/object_detection.py

@@ -14,7 +14,7 @@ from torchvision.transforms import ToTensor, ToPILImage
 from annotated_text import annotated_text
 
 
-st.set_page_config(layout="wide")
+#st.set_page_config(layout="wide")
 
 @st.cache_data(ttl=3600, show_spinner=False)
 def load_model(feature_extractor_url, model_url):

pages/recommendation_system.py

@@ -13,7 +13,7 @@ from utils import load_data_pickle, load_model_pickle, load_data_csv
 
 
 
-st.set_page_config(layout="wide")
+#st.set_page_config(layout="wide")
 
 
 

pages/sentiment_analysis.py

@@ -11,7 +11,7 @@ import plotly.express as px
 from pysentimiento import create_analyzer
 from utils import load_data_pickle
 
-st.set_page_config(layout="wide")
+#st.set_page_config(layout="wide")
 
 def clean_text(text):
     pattern_punct = r"[^\w\s.',:/]"

pages/supervised_unsupervised_page.py

@@ -12,7 +12,7 @@ from annotated_text import annotated_text
 #                                    PAGE CONFIG
 #####################################################################################
 
-st.set_page_config(layout="wide")
+#st.set_page_config(layout="wide")
 
 
 
@@ -49,7 +49,8 @@ with col2:
 - They are also used to identify unusual patterns or **outliers**.
                 """, unsafe_allow_html=True)
     st.markdown(" ")
-    st.image("images/unsupervised_learning.png", caption="An example of unsupervised Learning")
+    st.image("images/unsupervised_learning.png", caption="An example of unsupervised Learning", 
+             use_column_width=True)
 
 st.markdown("  ")
 

pages/timeseries_analysis.py

@@ -11,7 +11,7 @@ from utils import load_data_pickle
 from sklearn.metrics import root_mean_squared_error
 
 
-st.set_page_config(layout="wide")
+#st.set_page_config(layout="wide")
 
 @st.cache_data(ttl=3600, show_spinner=False)
 def forecast_prophet(train, test, col=None):