Binary Trading AI Bot is a project idea aimed at developing an AI-powered bot for binary trading. The bot utilizes machine learning algorithms to predict the direction of the next candle (whether it will move up or down) with high accuracy.
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Implementing machine learning algorithm for Trading pattern recognition using LGBM #59
Light Gradient Boosting Machine was implemented to forecast short-term returns in 14 popular cryptocurrencies using millions of high-frequency market data 2018-2021 and data analysis.
LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages:
Faster training speed and higher efficiency (6 times faster than XGBoost)
Lower memory usage.
Better accuracy.
Support of parallel, distributed, and GPU learning.
Light Gradient Boosting Machine was implemented to forecast short-term returns in 14 popular cryptocurrencies using millions of high-frequency market data 2018-2021 and data analysis.
LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages: