🤖 AI Cash Evolution - TimesFM Trading System v3.2
Next-generation trading signals powered by Google's TimesFM foundation model
Features:
- 🧠 Google TimesFM: State-of-the-art time series forecasting
- 🎯 AI-Driven Signals: Foundation model predictions with confidence scores
- 📈 Technical Analysis: RSI, MACD, Bollinger Bands + AI predictions
- 📊 Prediction Charts: Visual forecasts with uncertainty quantification
- 🚀 Batch Analysis: Multiple symbols with TimesFM processing
- 💪 Smart Fallbacks: Technical analysis when TimesFM unavailable
- 🏦 OANDA Integration: Real-time forex data via direct API
🏦 OANDA Direct API Integration:
Available Assets:
- Major Forex Pairs: EURUSD, GBPUSD, USDJPY, USDCHF, AUDUSD, USDCAD, NZDUSD
- Minor Forex Pairs: EURGBP, EURJPY, EURCHF, EURAUD, EURNZD, EURCAD
- Cross Pairs: GBPJPY, GBPCHF, GBPAUD, GBPCAD, CHFJPY, AUDJPY, CADJPY, NZDJPY
- Metals: XAUUSD (Gold), XAGUSD (Silver)
- Professional Selection: All symbols pre-validated for OANDA API
Enhanced Features:
- ✅ Direct OANDA Integration: Real-time API connection
- ✅ Multiple Granularities: D, H4, H1, M30, M15, M5
- ✅ Complete Independence: No Supabase or external services
- ✅ 200 Historical Candles: Maximum data for TimesFM analysis
- ✅ Symbol Validation: Pre-configured dropdown prevents nomenclature errors
Trading Symbol (OANDA Forex Pairs)
Select from OANDA-supported forex pairs and metals
🚀 AI Cash Evolution Main Trading Dashboard
Access the complete trading platform with real-time analysis, MT5 integration, and live signal generation.
Features:
- 📊 Real-time price charts and technical analysis
- 🧠 AI-powered signal generation with TimesFM integration
- 🔄 MT5 Expert Advisor integration
- 💰 Subscription management and trial system
- 📈 Live trading execution with risk management
🚀 AI Cash Evolution + Google TimesFM
Version: 3.2.0 (TimesFM Integration + Dashboard) Platform: Hugging Face Spaces Status: Production Ready with AI Foundation Models
🧠 About Google TimesFM:
- Foundation Model: Pretrained on massive time series datasets
- Context Length: Up to 16k time points
- Forecast Horizon: Up to 256 steps ahead
- Architecture: Decoder-only transformer model
- Developer: Google Research
🎯 TimesFM Capabilities:
- ✅ Pattern Recognition: Learns complex temporal patterns
- ✅ Uncertainty Quantification: Confidence intervals for predictions
- ✅ Multi-step Forecasting: 5-step ahead price predictions
- ✅ Zero-shot Transfer: Works across different financial instruments
- ✅ Probabilistic Forecasts: Quantile predictions for risk management
📊 Technical Analysis Integration:
- RSI (Relative Strength Index)
- MACD (Moving Average Convergence Divergence)
- Bollinger Bands (Volatility bands)
- ATR (Average True Range)
🛡️ Reliability Features:
- ✅ Smart Fallbacks: Technical analysis when TimesFM unavailable
- ✅ Error Handling: Graceful degradation for data issues
- ✅ Multi-Source Data: Yahoo Finance + OANDA integration
- ✅ Validation: Data quality checks and preprocessing
💡 Use Cases:
- Day Trading: Short-term price direction predictions
- Swing Trading: 5-step ahead forecasts for position sizing
- Risk Management: Uncertainty quantification for position limits
- Market Analysis: Pattern recognition across asset classes
Powered by Google's TimesFM Foundation Model | Enhanced for Financial Trading
AI Cash Evolution v3.2 - TimesFM-Powered Trading System 🧠 Google TimesFM Integration | 📊 Advanced Technical Analysis | ⚡ Hugging Face Spaces