hanyas / wasserstein-flow-filter

Variational Filtering via Wasserstein Gradient Flow

Repository from Github https://github.comhanyas/wasserstein-flow-filterRepository from Github https://github.comhanyas/wasserstein-flow-filter

Variational Wasserstein-Gradient-Flow Filter

Implements a filtering approach with a variational update based on Wasserstein gradient flows

Installation

Create a conda environment

conda create -n NAME python=3.9

Then head to the cloned repository and execute

pip install -e .

Examples

A filtering example on a stochastic volatility model

python examples/wasserstein_filter/markov_stochastic_volatility_wf_sqrt.py

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Variational Filtering via Wasserstein Gradient Flow


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