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| import os | |
| import streamlit as st | |
| import pandas as pd | |
| import numpy as np | |
| from st_pages import Page, show_pages | |
| from PIL import Image | |
| #from utils import authenticate_drive | |
| ################################################################################## | |
| # PAGE CONFIGURATION # | |
| ################################################################################## | |
| st.set_page_config(layout="wide") | |
| ################################################################################## | |
| # GOOGLE DRIVE CONNEXION # | |
| ################################################################################## | |
| # if ["drive_oauth"] not in st.session_state: | |
| # st.session_state["drive_oauth"] = authenticate_drive() | |
| # drive_oauth = st.session_state["drive_oauth"] | |
| ################################################################################## | |
| # TITLE # | |
| ################################################################################## | |
| st.image("images/AI.jpg") | |
| st.title("AI and Data Science Examples") | |
| st.subheader("HEC Paris, 2023-2024") | |
| st.markdown("Course provided by **Shirish C. SRIVASTAVA**") | |
| st.markdown(" ") | |
| st.info("""**About the app**: The AI and Data Science Examples app was created to introduce students to the field of Data Science by showcasing real-life applications of AI. | |
| It includes use cases using traditional Machine Learning algorithms on structured data, as well as Deep Learning models run on unstructured data (text, images,...).""") | |
| st.divider() | |
| #Hi! PARIS collaboration mention | |
| st.markdown(" ") | |
| image_hiparis = Image.open('images/hi-paris.png') | |
| st.image(image_hiparis, width=150) | |
| url = "https://www.hi-paris.fr/" | |
| st.markdown("**The app was made in collaboration with: [Hi! PARIS Engineering Team](%s)**" % url) | |
| ################################################################################## | |
| # DASHBOARD/SIDEBAR # | |
| ################################################################################## | |
| # AI use case pages | |
| show_pages( | |
| [ | |
| Page("main_page.py", "Home Page", "🏠"), | |
| 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/recommendation_system.py", "Recommendation system", "🛒") | |
| ] | |
| ) | |
| ################################################################################## | |
| # PAGE CONTENT # | |
| ################################################################################## | |