State Space Python Packages

smooth

The set of functions used for time series analysis and in forecasting.

pymor

pyMOR - Model Order Reduction with Python

c4dynamics

The Python framework for state-space modeling and algorithm development

replay-identification

A semi-latent state-space model that combines movement, LFP, and ensemble spiking information to identify periods of replay and decode its content in real time. Long Tao et al., unpublished.

tf2ss

Pure Python MIMO transfer function to state-space conversion. Easy-to-install alternative to SLYCOT with MATLAB-consistent results. No Fortran compiler required! 🚀

s5-pytorch

Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)

mdof

dynamic analysis of structural vibrations.

orbithunter

Framework for nonlinear dynamics and chaos

lattice-dsp

Stable IIR lattice filters, adaptive recursive DSP, and matrix/MIMO lattice experiments for Python.

transitionmatrix

Statistical analysis and visualization of state transition phenomena

dsgekit

A Python toolkit for DSGE modeling: parse model files, solve linear and nonlinear systems, run simulation and estimation workflows, and perform policy/welfare analysis.