PyDPF: A Python Package for Differentiable Particle Filtering

John-Joseph Brady, Benjamin Cox, Yunpeng Li +1

State-space models (SSMs) are a widely used tool in time series analysis. In the complex systems that arise from real-world data, it is common to employ particle filtering (PF), an…