Installation

The library can be installed via pip:

pip install eyefeatures

Requirements

• Python 3.10, 3.11, 3.12, or 3.13

• See pyproject.toml for full dependency list

Optional: Deep Learning Module

The deep module (neural network models) requires PyTorch and is not installed by default. To include it:

pip install poetry
git clone https://github.com/hse-scila/EyeFeatures.git
cd EyeFeatures
poetry install --with deep

Main Dependencies

• numpy

• pandas

• scikit-learn

• scipy

• matplotlib

• torch (optional, for deep module)

Full dependency list available in pyproject.toml.