tf.compat.v1.setdiff1d | TensorFlow v2.16.1 (original) (raw)
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 outis 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. |