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Improvement Ideas #3

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rbartelme opened this issue Oct 29, 2021 · 0 comments
Open

Improvement Ideas #3

rbartelme opened this issue Oct 29, 2021 · 0 comments
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enhancement New feature or request

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@rbartelme
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  • Revisit model when causalnex version 0.11.0 is released, GPU acceleration is added
  • The model would be better with more data from more seasons
  • In prior versions of causalnex there was a dynamic Bayesian belief network schema that could be instantiated to account for time steps in the model (the graph structure learning algorithm for this was DYNOTEARS, but as of version 0.10.0 the algorithm is no longer referenced in the documentation, but exists in the codebase)
  • NOTEARS has a lasso regression option for structure learning from tabular data, this could be worth exploring when GPU acceleration is enabled.
@rbartelme rbartelme added the enhancement New feature or request label Oct 29, 2021
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