crypto_market_trend_predictor

Overview

crypto_market_trend_predictor is a time-series forecasting model designed to predict short-term cryptocurrency market trends using historical price, volume, and volatility indicators.

Model Architecture

The model uses a transformer-based time-series architecture with self-attention mechanisms to capture temporal dependencies across market data windows.

Intended Use

• Crypto price movement analysis
• Trend direction forecasting
• Algorithmic trading research
• Market behavior experimentation

Limitations

• Not suitable for financial advice
• Sensitive to sudden market shocks
• Requires clean, normalized time-series data
• Accuracy depends heavily on data quality