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Freqtrade, the open-source crypto trading bot, ships two machine-learning features worth understanding before you use them.
Freqtrade, the open-source crypto trading bot, ships two machine-learning features worth understanding before you use them.
According to its documentation, hyperopt uses machine learning to optimise a strategy's buy and sell parameters with real exchange data, while FreqAI builds strategies that retrain themselves through adaptive machine-learning methods.
Trade-off: both can find settings that fit past data very well, which is not the same as working on future data.
Limitation: the project warns users not to risk money they are afraid to lose.
Practical step: keep a period of data out of the optimisation and test the result on it.
First published on our Telegram channel.View the original post
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