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Particle Filter Python Packages

Python packages with the GitHub topic particle-filter. Sorted by relevance, with stars and monthly downloads.
FlorianPfaff
pyrecest

Recursive Bayesian estimation, filtering, and tracking on Euclidean spaces and manifolds in Python.

2K 1 2
nchopin
particles

Sequential Monte Carlo in python

2K 501 89
nansencenter
dapper

Data Assimilation with Python: a Package for Experimental Research

1K 408 132
nansencenter
da-dapper

Data Assimilation with Python: a Package for Experimental Research

1K 408 132
WiseLabCMU
slam3d

Simultaneous localization and mapping (SLAM) tools in 3D

686 12 1
ryanrudes
marmo

Markov-like processes as one recursion over a belief algebra and a semiring: HMM, HSMM, Kalman, and particle inference behind a decidable engine dispatch.

369 0 0
ubunye-ai-ecosystems
tfilterspy

Python library for implementing state-of-the-art Bayesian filtering techniques like Kalman Filters and Particle Filters.

265 1 1
michaelellis003
smcjax

Sequential Monte Carlo and particle filtering in JAX

211 2 0
Kerr93
darttool

A tool to estimate Instantaneous Reproduction Number(Rt) for the pandemic

154 4 0
leparalamapara
tfilterpy

Python Package for Bayesian filters

143 3 1
Kerr93
dart-py

A tool to estimate Instantaneous Reproduction Number(Rt) for the pandemic

110 4 0
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