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PriorAcquisitionFunction adapts Sampling #1184

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LukasFehring opened this issue Dec 23, 2024 · 0 comments
Open

PriorAcquisitionFunction adapts Sampling #1184

LukasFehring opened this issue Dec 23, 2024 · 0 comments
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@LukasFehring
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bug
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v2.4

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@LukasFehring
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Description

The PriorAcquisitionFunction utilizes the distributions contained in the ConfigSpace for the prior. However, using these distributions will also adapt SAMCs sampling behavior. This needs to be changed. We, therefore, need to move the prior information out of the ConfigSpace. I will do this using a dictionary for now. I am open to proposals for a better structure.

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I will also fix #1076 at the same time.
@LukasFehring LukasFehring mentioned this issue Dec 23, 2024
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@LukasFehring LukasFehring self-assigned this Dec 23, 2024
@benjamc benjamc added this to the v2.4 milestone Jan 8, 2025
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@LukasFehring LukasFehring

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@LukasFehring @benjamc