PyDPF#

Installation#

PyDPF can be be installed by running:

pip install pydpf

Before using our package we recommend you read our PyDPF basics guide for an overview of some key aspects of writing models and running experiments in pydpf.

If you use our package in your publication please cite our paper:

@article{brady2025pydpf,
  title={PyDPF: A Python Package for Differentiable Particle Filtering},
  author={John-Joseph Brady and Benjamin Cox and Yunpeng Li and V\'{i}ctor Elvira},
  year={2025},
  journal={arXiv preprint arXiv:2510.25693},
  url={https://arxiv.org/abs/2510.25693},
}

Documentation Index#