This repository hosts the development of the MALE 5 library
MALE5 is a machine learning repository for creating trading systems in the c++ like, MQL5 programming language. It was developed to help build machine learning based trading robots, effortlessly in the MetaTrader5 platform
This Library is:
- Simple to use You can literly start building your system once you call class constructor
- Flexible You can use it any program scripts, Indicator, EA's
- Resources cheap It doesn't consume a lot of memory neither the CPU, takes short time intervals to train
ML Algorithms Available:
currently there are not many algorithms ready as I am a solodev finding a way through
- Linear Regression
- Logistic Regression
- Polynomial Regression
- ridge & Laso Regression
- Classification decision tree
- Naive bayes
- FeedForward Neural Network
- KNN nearest neighbors
Clustering techniques | Unsupervised Learning:
- KNN clustering
Create a directory with the name MALE5 under your include directory in Metaeditor then open the command terminal in that directory and type
git clone https://github.com/MegaJoctan/MALE5.gitTo run python scripts found in this repo, make sure you have activated virtualEnvironment in your cmd terminal then run
pip install requirements.txt
After that you will be good to go.
There is a short clear description on how to use this library on this repository wiki https://github.com/MegaJoctan/MALE5/wiki
You can also post bug reports and feature requests (only) in GitHub issues.
I welcome and appreciate contributions: feel free to contact me anytime at [email protected]
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