Machine LearningFeatured
Meta-Learning for MT5
Adaptive trading strategies
Meta-LearningTradingMT5Python
Performance Metrics
Platform
MT5
Type
Research
Overview
Research into meta-learning for trading:
- Implemented meta-learning framework for quick strategy adaptation
- Integrated with MetaTrader 5 for market data and backtesting
- Designed strategy representation for transfer learning across instruments
- Built few-shot learning for rapid adaptation with limited data
- Created market regime detection (volatility, trend, correlation shifts)
- Tested across forex, indices, and commodities in MT5
**Research question**: Can meta-learning improve strategy robustness and adaptation speed?
Early-stage exploration. No live trading. Focus on learning the techniques.
Technologies Used
PythonMeta-LearningMetaTrader 5 API
Links
Project Timeline
October 2025 - Invalid Date