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🚀 Quick Start Guide

Step 1: Install Dependencies

pip install -r requirements.txt

Step 2: Run the Dashboard

streamlit run app.py

The dashboard will open automatically in your browser!

Step 3: Test with Sample Data

  1. In the dashboard, go to "Data Analysis" tab
  2. Select "Use Sample Data" in the sidebar
  3. Click "Generate Sample Data"
  4. Go to "Train Model" tab
  5. Click "🚀 Train Model"
  6. Go to "Detect Anomalies" tab
  7. Click "🔍 Run Detection"
  8. View results in "Visualizations" tab

Alternative: Command Line

# Train on sample data
python train_model.py --sample-data --n-samples 5000

# Train on your own CSV file
python train_model.py --data your_logs.csv --model all

That's it! 🎉