Aliases:
tf.bincount
tf.math.bincount
tf.math.bincount(
arr,
weights=None,
minlength=None,
maxlength=None,
dtype=tf.dtypes.int32
)
Defined in tensorflow/python/ops/math_ops.py
.
Counts the number of occurrences of each value in an integer array.
If minlength
and maxlength
are not given, returns a vector with length
tf.reduce_max(arr) + 1
if arr
is non-empty, and length 0 otherwise.
If weights
are non-None, then index i
of the output stores the sum of the
value in weights
at each index where the corresponding value in arr
is
i
.
Args:
arr
: An int32 tensor of non-negative values.weights
: If non-None, must be the same shape as arr. For each value inarr
, the bin will be incremented by the corresponding weight instead of 1.minlength
: If given, ensures the output has length at leastminlength
, padding with zeros at the end if necessary.maxlength
: If given, skips values inarr
that are equal or greater thanmaxlength
, ensuring that the output has length at mostmaxlength
.dtype
: Ifweights
is None, determines the type of the output bins.
Returns:
A vector with the same dtype as weights
or the given dtype
. The bin
values.