tf.keras.ops.cov

Note: This API is new and only available via pip install tf-nightly.

Estimate the covariance matrix of the variables in x.

View aliases

Main aliases

tf.keras.ops.numpy.cov

tf.keras.ops.cov(
    x
)

The covariance is normalized by D - 1, where D is the number of observations.

Args
x	A 2D tensor of shape (N, D), where N is the number of variables and D is the number of observations.

Returns
A tensor of shape (N, N) representing the covariance matrix.