🧠 EPA Neural Bandit Dashboard • AI-Powered PM2.5 Forecasting

Last forecast: 2025-10-01 00:00:00 | Location: Lahore, Pakistan

📊 Data Collection

Fetch fresh data from Open-Meteo APIs

🧠 Model Training

Train neural models on data up to a specific date from train.csv

🔮 Forecast Generation

Generate forecasts for a specific date range using trained models

🧠 Neural Bandit Status

120
Forecast Points
0
Neural Episodes
0
Avg Reward
0.1
Epsilon

⚙️ Forecast Adjustments

🧠 Neural Bandit Performance

Action Distribution

593007
Climatology
594492
Persistence
16622101
Linear
0
XGBoost

Learning Progress

0
Max Reward
0
Recent Reward

📊 Neural Ensemble Forecast

Neural Forecast Plot

🔄 Auto-Retrain System

Automated model performance monitoring and retraining until thresholds are met

📁 Downloads & API