Create a program that creates automatic strategies for the financial markets
Budget: $25 – $50 USD
I have a mathematical model of linear regression made in Excel that predicts the results of the Brazilian index, it consists of several independent variables, so I thought it would be possible to create an automatic variable generator that would create machine learning models to predict the financial market, not only using linear regression, but using other approaches such as decision tree, XGBoost, etc...
The idea would be: create a program, this program would read the OHLC (Open, High, Low, Close) of the input data, from there, generate random variables and test how they performed using different machine learning approaches.
There is a program called StrategyQuantX, it creates strategies using technical analysis, I suggest you download a free trial of this program and see how it works, it would be something very similar, but applied to machine learning
https://strategyquant.com/
This program uses genetics to improve the models that were created.
We can discuss further details of the project on the chat.
The idea would be: create a program, this program would read the OHLC (Open, High, Low, Close) of the input data, from there, generate random variables and test how they performed using different machine learning approaches.
There is a program called StrategyQuantX, it creates strategies using technical analysis, I suggest you download a free trial of this program and see how it works, it would be something very similar, but applied to machine learning
https://strategyquant.com/
This program uses genetics to improve the models that were created.
We can discuss further details of the project on the chat.