Installation

sequince-density requires Python 3.11 or later. Install it from PyPI:

python -m pip install sequince-density

Install the optional dependencies for the features you plan to use:

Extra	Provides
gmm	Gaussian-mixture proposals fitted with scikit-learn
zuko	Zuko normalizing flows using PyTorch
flowjax	FlowJAX normalizing flows using JAX

For example, install Zuko support with:

python -m pip install "sequince-density[zuko]"

Extras can be combined:

python -m pip install "sequince-density[gmm,zuko,flowjax]"