A Python Package For System Identification Using NARMAX Models
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Updated
Jul 29, 2024 - Python
A Python Package For System Identification Using NARMAX Models
Algorithms for Lasso estimation of NARMAX models.
GUI for System Identification using NARX and NARMAX models
Machine learning library for symbolic fitting: the unknown system/function is described via NARMAX algebraic expressions being linear combinations of arbitrary non-linear terms provided by the user (like 0.2x²+0.7sin(x) or x[k-1]*y[k-4]^2).
Experiments and derivations for ACC2022 paper on variational message passing for online NARMAX identification.
Experiments and derivations for CDC2022 paper on message passing-based inference for NARMAX system identification.
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