tfl.test_utils.sample_uniformly
Stay organized with collections
Save and categorize content based on your preferences.
Deterministically generates num_point random points within bounds.
tfl.test_utils.sample_uniformly(
num_points, lower_bounds, upper_bounds
)
Points will be such that:
lower_bounds[i] <= p[i] <= upper_bounds[i]
Number of dimensions is defined by lengths of lower_bounds list.
Args |
|---|
num_points
|
number of points to generate.
|
lower_bounds
|
list or tuple of lower bounds.
|
upper_bounds
|
list or tuple of upper bounds.
|
Returns |
|---|
|
List of generated points.
|
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-08-02 UTC.
[null,null,["Last updated 2024-08-02 UTC."],[],[],null,["# tfl.test_utils.sample_uniformly\n\n\u003cbr /\u003e\n\n|------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/lattice/blob/v2.1.1/tensorflow_lattice/python/test_utils.py#L158-L186) |\n\nDeterministically generates num_point random points within bounds. \n\n tfl.test_utils.sample_uniformly(\n num_points, lower_bounds, upper_bounds\n )\n\nPoints will be such that:\nlower_bounds\\[i\\] \\\u003c= p\\[i\\] \\\u003c= upper_bounds\\[i\\]\n\nNumber of dimensions is defined by lengths of lower_bounds list.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|----------------|--------------------------------|\n| `num_points` | number of points to generate. |\n| `lower_bounds` | list or tuple of lower bounds. |\n| `upper_bounds` | list or tuple of upper bounds. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| List of generated points. ||\n\n\u003cbr /\u003e"]]
View source on GitHub