CONAN.geepee.gp_params_convert

class CONAN.geepee.gp_params_convert

object to convert gp parameters to required values for different kernels

_allowed_kernels

Methods

ce_cos(data, amplitude, lengthscale[, h3, h4, h5])	CosineKernel implementation in celerite
ce_exp(data, amplitude, lengthscale[, h3, h4, h5])	celerite real term: same as an exponential kernel like in George
ce_mat32(data, amplitude, lengthscale[, h3, h4, h5])	celerite mat32
ce_qp_ce(data, amplitude, lengthscale, h3, h4[, h5])	celerite approximation of quasiperiodic kernel
ce_sho(data, amplitude, lengthscale, h3[, h4, h5])	amplitude: the standard deviation of the process
ge_cos(data, amplitude, lengthscale[, h3, h4, h5])	George CosineKernel, non-stationary kernel
ge_exp(data, amplitude, lengthscale[, h3, h4, h5])	George exp, stationary kernel
ge_exps2(data, amplitude, lengthscale, h3[, h4, h5])	George expsine2 kernel, non-stationary kernel
ge_expsq(data, amplitude, lengthscale[, h3, h4, h5])	George expsq, stationary kernel
ge_mat32(data, amplitude, lengthscale[, h3, h4, h5])	George mat32, stationary kernel
ge_mat52(data, amplitude, lengthscale[, h3, h4, h5])	George mat52, stationary kernel
ge_qp(data, amplitude, lengthscale, h3, h4[, h5])	George quasiperiodic. ge_qp = ge_expsq * ge_exps2
ge_rquad(data, amplitude, lengthscale, h3[, h4, h5])	George rationalquadratic, stationary kernel
get_values(kernels, data, pars[, gp_dim])	transform pars into required values for given kernels.
sp_cos(data, amplitude, lengthscale[, h3, h4, h5])	Cosine kernel built from spleaf QuasiperiodicKernel, with b and la set to 0
sp_exp(data, amplitude, lengthscale[, h3, h4, h5])	spleaf ExponentialKernel
sp_exps2(data, amplitude, lengthscale, h3[, h4, h5])	expsine2 kernel. derived from spleaf ESPKernel
sp_expsq(data, amplitude, lengthscale[, h3, h4, h5])	exponential sine kernel. spleaf ESKernel
sp_mat32(data, amplitude, lengthscale[, h3, h4, h5])	Matern32 kernel
sp_mat52(data, amplitude, lengthscale[, h3, h4, h5])	Matern52 kernel
sp_qp(data, amplitude, lengthscale, h3, h4[, h5])	Exponential-sine periodic (ESP) kernel
sp_qp_mp(data, amplitude, lengthscale, h3, h4[, h5])	MEP kernel
sp_qp_sc(data, amplitude, lengthscale, h3, h4[, h5])	Quasiperiodic kernel with sine and cosine components
sp_sho(data, amplitude, lengthscale, h3[, h4, h5])	simple harmonic oscillator kernel. spleaf SHOKernel