pydygp.linlatentforcemodels¶
Linear Latent Force Models (pydygp.linlatentforcemodels)¶
Linear ordinary differential equations driven by smooth Gaussian processes.
Multiplicative Forces¶
BaseMLFM(basis_mats[, R, lf_kernels]) |
Base class for the Multiplicative Latent Force Model. |
MLFMAdapGrad(basis_mats, **kwargs) |
Multiplicative latent force model (MLFM) using the adaptive gradient matching approximation. |
GibbsMLFMAdapGrad(*args, **kwargs) |
Extends the MLFM-AG matching model to implement conditional Gibbs sampling. |
MLFMSuccApprox(*args, **kwargs) |