tfp.math.log_combinations | TensorFlow Probability (original) (raw)
tfp.math.log_combinations
Log multinomial coefficient.
tfp.math.log_combinations(
n, counts, name='log_combinations'
)
Given n and counts, where counts has last dimension k, we define the multinomial coefficient as:
n! / prod_i n_i!
where i runs over all k classes.
This function computes the natural logarithm of the multinomial coefficient.
| Args | |
|---|---|
| n | Floating-point Tensor broadcastable with counts. This represents noutcomes. |
| counts | Floating-point Tensor broadcastable with n. This represents counts in k classes, where k is the last dimension of the tensor. |
| name | A name for this operation (optional). |
| Returns | |
|---|---|
| log_combinations | Tensor representing the log of the multinomial coefficient between n and counts. |
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.
Last updated 2023-11-21 UTC.