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expand probe feature selection to add discrete probes #846

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solegalli opened this issue Feb 3, 2025 · 1 comment
Open

expand probe feature selection to add discrete probes #846

solegalli opened this issue Feb 3, 2025 · 1 comment

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@solegalli
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solegalli commented Feb 3, 2025

at the moment, the only discrete probe comes from a binomial. Maybe one extracted from Poisson? Or uniform but with discrete values and limited values.

@endic-sam928281
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Hello, we tried to solve the issue.

This is what we did:

Added a new 'discrete_uniform' option to the distribution parameter in ProbeFeatureSelection. This creates probe features with discrete values from a uniform distribution. Updated the _generate_probe_features method to handle this new distribution type. Also updated the docstring and error handling to include this new option.

You can review changes in this commit: endic-sam928281@0b7fd5d.

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Disclaimer: The concept of solution was created by AI and you should never copy paste this code before you check the correctness of generated code. Solution might not be complete, you should use this code as an inspiration only.


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