PyDPF

PyDPF is an extensible package for differentiable particle filtering. Designed for researchers and practitioners working with deep sequential Monte Carlo methods.

See the full documentation at: https://python-dpf.readthedocs.io/en/latest/index.html

Check out our getting started tutorial at: https://python-dpf.readthedocs.io/en/latest/tutorial.html

If you use this 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},
}

Metadata

Release files for pydpf 1.2.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pydpf 1.2.2
File	Size	Uploaded
pydpf-1.2.2.tar.gz	5.8 MB	Sep 23, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for pydpf 1.2.2
File	Interpreter	ABI	Platform	Reset
pydpf-1.2.2-py3-none-any.whl 78.9 kB Sep 23, 2026	Python 3	none	any	Details

Total release size: 5.9 MB

Release files / pydpf-1.2.2.tar.gz

Download URL	pydpf-1.2.2.tar.gz
Size	5.8 MB
Tags	Source
SHA-256 checksum How to use checksums	`dce1af2a5de1221ed76a564ff40fd2512888c309565b7d64e4c56b37226eaea8`
BLAKE2b-256 checksum How to use checksums	`173f7ddd1c71fccf5b95d11ecca845f46dfb4a7957e42026bd07f78230349329`
Upload date	Sep 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.14.3`

Release files / pydpf-1.2.2-py3-none-any.whl

Download URL	pydpf-1.2.2-py3-none-any.whl
Size	78.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`2f29ff32039b5ac4a6dea4211e573f5b1d71d383cefbaae1c98ccb77e6042edf`
BLAKE2b-256 checksum How to use checksums	`eaeeef37f87a2daff2f61590891121d67c2896483fe0b8afab75e8e9c21cef33`
Upload date	Sep 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.14.3`