This project consists of creating a robot that analyses a financial market to determine the actions to be taken.
In the case of an Epitech, we had to create an algorithm to win the more money possible.
From $1,000 upwards, our algorithm must limit losses and win as much as possible at the same time.
The algorithm is based on the MACD indicator and Candle analysis.
The MACD indicator is a trend indicator that shows the relationship between two moving averages of a security’s price. The MACD is calculated by subtracting the 26-period EMA from the 12-period EMA.
The Candle analysis is a method of technical analysis used to study the price movement of a security. The candlestick chart is a type of financial chart that is used to represent the price movement of a security.
The algorithm uses a stop loss and take profit to limit losses and win as much as possible.
The stop loss is a risk management tool that helps you reduce your losses. It is a predetermined point at which a trader will exit a trade in a losing position.
These limits allow the algorithm to limit losses and win as much as possible, but also limit gains.
Our algorithm has been tested on the USDT-BTC from Epitech dataset and generated datasets.
Test on first Epitech dataset:
Test on second Epitech dataset:
Test on third Epitech dataset:
On this dataset our algorithm could make 155% profit but it was limited by the stop loss and take profit.
This project is licensed under the MIT License - see the LICENSE file for details.