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Native Base NoTEARS implementation #147

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adam2392 opened this issue Dec 1, 2023 · 0 comments
Open

Native Base NoTEARS implementation #147

adam2392 opened this issue Dec 1, 2023 · 0 comments

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@adam2392
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adam2392 commented Dec 1, 2023

Is your feature request related to a problem? Please describe.
A basic implementation of notears that implements a preliminary abstraction to guide further development from feature PRs such as #144

Describe the solution you'd like
Apache 2.0 license is compatible with ours, so https://github.com/xunzheng/notears can be used as a reference.

The solution should also show that the algorithm is SENSITIVE to scaling of features. Although this is undesirable, as long as it is properly documented, we should support a form of differentiable causal discovery.

Additional context
Most likely v0.2+ as I don't have extensive time right now.

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