import streamlit as st import os import glob import sys # Add the parent directory to the Python path sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) # Import the login component from app.components.login import login # Page configuration st.set_page_config( page_title="Data Science Course App", page_icon="📚", layout="wide", initial_sidebar_state="expanded" ) # Custom CSS def load_css(): try: with open('assets/style.css') as f: st.markdown(f'', unsafe_allow_html=True) except FileNotFoundError: # Fallback for Streamlit Cloud deployment st.markdown(""" """, unsafe_allow_html=True) # Initialize session state if 'current_week' not in st.session_state: st.session_state.current_week = 1 if 'logged_in' not in st.session_state: st.session_state.logged_in = False # Get class content def get_class_content(week_number): # Try different possible paths for class files possible_paths = [ f"data_science_class_files/class_{week_number}", # Local development f"app/data_science_class_files/class_{week_number}", # Alternative local path f"class_{week_number}", # Streamlit Cloud deployment ] for class_dir in possible_paths: if os.path.exists(class_dir): # Get all files in the class directory files = glob.glob(f"{class_dir}/*") return { 'directory': class_dir, 'files': [os.path.basename(f) for f in files] } return None # Sidebar navigation def sidebar_navigation(): with st.sidebar: st.title("Course Navigation") # Show username if logged in if st.session_state.logged_in: st.write(f"Welcome, {st.session_state.username}!") # Logout button if st.button("Logout"): st.session_state.logged_in = False st.session_state.username = None st.rerun() st.markdown("---") st.subheader("Course Progress") progress = st.progress(st.session_state.current_week / 10) st.write(f"Week {st.session_state.current_week} of 10") st.markdown("---") st.subheader("Quick Links") for week in range(1, 11): if st.button(f"Week {week}", key=f"week_{week}"): st.session_state.current_week = week st.rerun() # Main content def main(): # Check if user is logged in if not st.session_state.logged_in: # Show login page login() return # User is logged in, show course content st.title("Data Science Research Paper Course") # Welcome message for first-time visitors if st.session_state.current_week == 1: st.markdown(""" ## Welcome to the Data Science Research Paper Course! 📚 This 10-week course will guide you through the process of creating a machine learning research paper. Each week, you'll learn new concepts and complete tasks that build upon each other. ### Getting Started 1. Use the sidebar to navigate between weeks 2. Complete the weekly tasks and assignments 3. Track your progress using the progress bar 4. Submit your work for feedback ### Course Overview - Week 1: Research Topic Selection and Literature Review - Week 2: Data Collection and Preprocessing - Week 3: Exploratory Data Analysis - Week 4: Feature Engineering - Week 5: Model Selection and Baseline - Week 6: Model Training and Optimization - Week 7: Model Evaluation - Week 8: Results Analysis - Week 9: Paper Writing - Week 10: Final Review and Submission """) # Display current week's content st.markdown(f"## Week {st.session_state.current_week}") # Get class content class_content = get_class_content(st.session_state.current_week) if class_content: st.subheader("Class Materials") # Display files in the class directory for file in class_content['files']: file_path = os.path.join(class_content['directory'], file) # Handle different file types if file.endswith('.py'): try: with open(file_path, 'r') as f: st.code(f.read(), language='python') except Exception as e: st.error(f"Error reading file {file}: {str(e)}") elif file.endswith('.md'): try: with open(file_path, 'r') as f: st.markdown(f.read()) except Exception as e: st.error(f"Error reading file {file}: {str(e)}") elif file.endswith(('.pptx', '.pdf', '.doc', '.docx')): try: with open(file_path, 'rb') as f: st.download_button( label=f"Download {file}", data=f.read(), file_name=file, mime='application/octet-stream' ) except Exception as e: st.error(f"Error reading file {file}: {str(e)}") else: st.write(f"- {file}") else: st.info("Content for this week is being prepared. Check back soon!") if __name__ == "__main__": load_css() sidebar_navigation() main()