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Python examples

Jupyter notebooks built on the spring-mass-damper plants defined in spec/EXAMPLES.md. Every notebook is executed at site build time; the outputs you see below are produced by the current sid codebase.

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Notebook Description
example_coherence Coherence with colored disturbance
example_etfe Empirical transfer function estimate
example_freq_dep_res Frequency-dependent resolution (3-mass chain)
example_freq_map Time-varying frequency map
example_ltv_disc LTV state-space identification (COSMIC)
example_method_comparison BT vs BTFDR vs ETFE
example_mimo MIMO frequency response (2-mass chain)
example_multi_trajectory Multi-trajectory ensemble averaging
example_output_cosmic Output-only COSMIC (partial observations)
example_siso SISO frequency response (1-DoF SMD)
example_spectrogram Spectrogram of a chirp-driven SDOF