Price forecasting and market trend prediction are central tasks for successful trading and risk management. High-quality price movement forecasts enable traders to make timely decisions and avoid financial losses. However, in highly volatile markets, traditional machine learning models may be limited in their capabilities. more...
The idea was to study a lot of historical data using an algorithm that would find repeating patterns and evaluate their performance. Sounds interesting? In reality, the implementation turned out to be not so simple. more...
Let's sum it up. We have created a system that looks for arbitrage opportunities. Remember that the system does not solve all your financial problems. We have sorted out backtesting. It works with time-based data, and even better, it allows us to see how our system would have worked in the past. more...