Indian Bank Stock Price Prediction Models

Models

• HDFC Bank (HDFCBANK.NS)
• ICICI Bank (ICICIBANK.NS)
• Kotak Mahindra Bank (KOTAKBANK.NS)
• Axis Bank (AXISBANK.NS)
• State Bank of India (SBIN.NS)
• Punjab National Bank (PNB.NS)
• Bank of Baroda (BANKBARODA.NS)
• Canara Bank (CANBK.NS)

Model Architecture

• Type: V5 Transformer
• Features: 35 (technical, sentiment, fundamental, macro, sector)
• Lookback: 60 days
• Parameters: ~154,808 per model

Performance

• MAPE: 0.84%
• R²: 0.9771
• Directional Accuracy: 65.15%

Usage

Training Data

• Date Range: January 2019 - January 2026
• Records: ~1,743 per stock
• Features: Technical indicators, sentiment scores, fundamental metrics

Automation

1. Collects latest stock data daily
2. Downloads models from Hugging Face
3. Generates predictions
4. Deploys to Vercel

License

Repository