Malaysia
2025-04-30 00:30
IndustryTypes of Transfer Learning in Forex AI
#CurrencyPairPrediction
Types of Transfer Learning in Forex AI
Type Description Example
Feature Transfer Reuse early layers that extract basic price movement patterns.
CNN that extracts trend/volatility features from candlesticks. Model Fine-Tuning Reuse entire model, but retrain later layers slightly. LSTM trained on EUR/USD, fine-tuned on GBP/USD.
Multi-Task Learning Train on multiple currency pairs together to create a universal model. Train a network on EUR/USD, USD/JPY, GBP/USD jointly.
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Types of Transfer Learning in Forex AI
#CurrencyPairPrediction
Types of Transfer Learning in Forex AI
Type Description Example
Feature Transfer Reuse early layers that extract basic price movement patterns.
CNN that extracts trend/volatility features from candlesticks. Model Fine-Tuning Reuse entire model, but retrain later layers slightly. LSTM trained on EUR/USD, fine-tuned on GBP/USD.
Multi-Task Learning Train on multiple currency pairs together to create a universal model. Train a network on EUR/USD, USD/JPY, GBP/USD jointly.
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