Installation

You can install Perpetual via pip:

pip install perpetual

You can also install Perpetual via Conda:

conda install -c conda-forge perpetual

Requirements

• Python >= 3.10

• numpy

• typing-extensions

Optional Dependencies

• pandas: Enables support for training directly on Pandas DataFrames.

• polars: Enables zero-copy training support for Polars DataFrames.

• scikit-learn: Provides a scikit-learn compatible wrapper interface.

• xgboost: Enables saving and loading models in XGBoost format for interoperability.

• onnxruntime: Enables exporting and loading models in ONNX standard format.