tf.compat.v1.setdiff1d | TensorFlow v2.16.1 (original) (raw)
tf.compat.v1.setdiff1d
Stay organized with collections Save and categorize content based on your preferences.
Computes the difference between two lists of numbers or strings.
tf.compat.v1.setdiff1d(
x,
y,
index_dtype=tf.dtypes.int32,
name=None
)
Given a list x
and a list y
, this operation returns a list out
that represents all values that are in x
but not in y
. The returned list out
is sorted in the same order that the numbers appear in x
(duplicates are preserved). This operation also returns a list idx
that represents the position of each out
element in x
. In other words:
out[i] = x[idx[i]] for i in [0, 1, ..., len(out) - 1]
For example, given this input:
x = [1, 2, 3, 4, 5, 6]
y = [1, 3, 5]
This operation would return:
out ==> [2, 4, 6]
idx ==> [1, 3, 5]
Args | |
---|---|
x | A Tensor. 1-D. Values to keep. |
y | A Tensor. Must have the same type as x. 1-D. Values to remove. |
out_idx | An optional tf.DType from: tf.int32, tf.int64. Defaults to tf.int32. |
name | A name for the operation (optional). |
Returns | |
---|---|
A tuple of Tensor objects (out, idx). | |
out | A Tensor. Has the same type as x. |
idx | A Tensor of type out_idx. |