bundles / scipy latest / scipy / stats / _stats / gaussian_kernel_estimate_log

fused_cython_function

`scipy.stats._stats:gaussian_kernel_estimate_log`

Signature

   def     gaussian_kernel_estimate_log (    points    ,    values    ,    xi    ,    cho_cov    ,    dtype    ,    _    =  0     )

Summary

def gaussian_kernel_estimate_log(points, real[:, :] values, xi, cho_cov)

Extended Summary

Evaluate the log of the estimated pdf on a provided set of points.

Parameters

points : array_like with shape (n, d): Data points to estimate from in d dimensions.
values : real[:, :] with shape (n, p): Multivariate values associated with the data points.
xi : array_like with shape (m, d): Coordinates to evaluate the estimate at in d dimensions.
cho_cov : array_like with shape (d, d): (Lower) Cholesky factor of the covariance.

Returns

estimate : double[:, :] with shape (m, p): The log of the multivariate Gaussian kernel estimate evaluated at the input coordinates.

Aliases

scipy.stats._kde.gaussian_kernel_estimate_log