diff --git a/tensorflow/python/ops/histogram_ops.py b/tensorflow/python/ops/histogram_ops.py index d88025d653c..233ea46c48b 100644 --- a/tensorflow/python/ops/histogram_ops.py +++ b/tensorflow/python/ops/histogram_ops.py @@ -64,17 +64,14 @@ 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] - - with tf.compat.v1.get_default_session() as sess: - indices = tf.histogram_fixed_width_bins(new_values, value_range, nbins=5) - variables.global_variables_initializer().run() - sess.run(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) + >>> indices.numpy() + array([0, 0, 1, 2, 4, 4], dtype=int32) """ with ops.name_scope(name, 'histogram_fixed_width_bins', [values, value_range, nbins]): @@ -134,17 +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] - - with tf.compat.v1.get_default_session() as sess: - hist = tf.histogram_fixed_width(new_values, value_range, nbins=5) - variables.global_variables_initializer().run() - sess.run(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) + >>> hist.numpy() + array([2, 1, 1, 0, 2], dtype=int32) """ with ops.name_scope(name, 'histogram_fixed_width', [values, value_range, nbins]) as name: