tff.analytics.histogram_processing.threshold_histogram
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Thresholds a histogram by values.
tff.analytics.histogram_processing.threshold_histogram(
histogram_keys, histogram_values, threshold
)
Args |
|---|
histogram_keys
|
A rank-1 Tensor containing a list of strings representing
the keys in the input histogram.
|
histogram_values
|
A rank-1 Tensor containing a list of floats representing
the values for each key in histogram_keys.
|
threshold
|
A float tensor to threshold the input histogram. The (key, value)
pairs where value is less than threshold are filtered out in the
returned histogram.
|
Returns |
|---|
|
A tuple (histogram_keys_thresholded, histogram_values_thresholded) of the
histogram after being thresholded.
|
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Last updated 2024-09-20 UTC.
[null,null,["Last updated 2024-09-20 UTC."],[],[],null,["# tff.analytics.histogram_processing.threshold_histogram\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/federated/blob/v0.87.0 Version 2.0, January 2004 Licensed under the Apache License, Version 2.0 (the) |\n\nThresholds a histogram by values. \n\n tff.analytics.histogram_processing.threshold_histogram(\n histogram_keys, histogram_values, threshold\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|--------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `histogram_keys` | A rank-1 Tensor containing a list of strings representing the keys in the input histogram. |\n| `histogram_values` | A rank-1 Tensor containing a list of floats representing the values for each key in `histogram_keys`. |\n| `threshold` | A float tensor to threshold the input histogram. The (key, value) pairs where value is less than `threshold` are filtered out in the returned histogram. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A tuple (histogram_keys_thresholded, histogram_values_thresholded) of the histogram after being thresholded. ||\n\n\u003cbr /\u003e"]]
View source on GitHub
