tf.keras.ops.cov

Estimate the covariance matrix of the variables in x.

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.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2026-10-31 UTC.

tf.keras.ops.cov Stay organized with collections Save and categorize content based on your preferences.