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Provide a safe mechanism to change attributes in datafits/penalties/solvers #164

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Badr-MOUFAD opened this issue Jun 8, 2023 · 0 comments

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@Badr-MOUFAD
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So far nothing prevents users from changing datafits/penalties/solvers attributes and refitting a model

This might be problematic, especially for

  • datafits that require initialization prior to usage
  • solvers supporting warm_start parameter

Not re-defining the classes might result in errors and/or erroneous results.
However, this re-definition is less natural, namely for average users, and is subject to oblivion for more familiarized ones.

This issue is to discuss ways of preventing that.

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