A simple Extreme Learning Machine in python using NumPy, optionally compatible with scikit-learn. Work in progress!
- Regression using logistic activation function
- L2 regularization
- Optional compatibility with scikit-learn, e.g. for use in pipelines
Clone this repository and install using pip:
git clone https://github.com/jvytee/elmpy.git
pip install ./elmpy
To install with scikit-learn dependencies, execute
pip install ./elmpy[sklearn]
TODO
Create package structure- Write unit tests
- Implement classifier
- Add examples