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Update tf.histogram_fixed_width docstring to comform to Python doctest

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Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
This commit is contained in:
Yong Tang 2020-04-28 09:00:24 -07:00
parent a610493e77
commit fe3a4bcf2f
1 changed files with 16 additions and 14 deletions
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30
tensorflow/python/ops/histogram_ops.py
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@ -63,13 +63,14 @@ def histogram_fixed_width_bins(values,
Examples:
```python
# Bins will be: (-inf, 1), [1, 2), [2, 3), [3, 4), [4, inf)
nbins = 5
value_range = [0.0, 5.0]
new_values = [-1.0, 0.0, 1.5, 2.0, 5.0, 15]
indices = tf.histogram_fixed_width_bins(new_values, value_range, nbins=5)
indices # [0, 0, 1, 2, 4, 4]
>>> # Bins will be: (-inf, 1), [1, 2), [2, 3), [3, 4), [4, inf)
...
>>> nbins = 5
>>> value_range = [0.0, 5.0]
>>> new_values = [-1.0, 0.0, 1.5, 2.0, 5.0, 15]
>>> indices = tf.histogram_fixed_width_bins(new_values, value_range, nbins=5)
>>> print(indices)
tf.Tensor([0 0 1 2 4 4], shape=(6,), dtype=int32)
```
"""
with ops.name_scope(name, 'histogram_fixed_width_bins',
@ -130,13 +131,14 @@ def histogram_fixed_width(values,
Examples:
```python
# Bins will be: (-inf, 1), [1, 2), [2, 3), [3, 4), [4, inf)
nbins = 5
value_range = [0.0, 5.0]
new_values = [-1.0, 0.0, 1.5, 2.0, 5.0, 15]
hist = tf.histogram_fixed_width(new_values, value_range, nbins=5)
hist # [2, 1, 1, 0, 2]
>>> # Bins will be: (-inf, 1), [1, 2), [2, 3), [3, 4), [4, inf)
...
>>> nbins = 5
>>> value_range = [0.0, 5.0]
>>> new_values = [-1.0, 0.0, 1.5, 2.0, 5.0, 15]
>>> hist = tf.histogram_fixed_width(new_values, value_range, nbins=5)
>>> print(hist)
tf.Tensor([2 1 1 0 2], shape=(5,), dtype=int32)
```
"""
with ops.name_scope(name, 'histogram_fixed_width',