https://github.com/GStechschulte/filter-jax
Bayesian filters and smoothers in JAX.
https://github.com/GStechschulte/filter-jax
digital-signal-processing filtering jax kalman-filter signal-processing smoothing
Last synced: over 1 year ago
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Bayesian filters and smoothers in JAX.
- Host: GitHub
- URL: https://github.com/GStechschulte/filter-jax
- Owner: GStechschulte
- Created: 2023-08-08T04:45:24.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-11-10T06:23:21.000Z (over 2 years ago)
- Last Synced: 2025-01-30T08:29:48.485Z (over 1 year ago)
- Topics: digital-signal-processing, filtering, jax, kalman-filter, signal-processing, smoothing
- Language: Python
- Homepage: https://gstechschulte.github.io/filterjax/
- Size: 4.28 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# filterjax
Bayesian filters and smoothers in JAX.
filterjax is a Python library for Bayesian filtering and smoothing in JAX. It is inspired by [filterpy](https://github.com/rlabbe/filterpy) and [Dynamax](https://github.com/probml/dynamax). filterjax is still in early development and is primarily intended to learn JAX, how to set up a Python package directory, generate documentation with Sphinx, and how to automate testing (using `pytest`) with GitHub Actions.