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Library Request: cde #7902

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3 tasks done
AlexCatarino opened this issue Apr 8, 2024 · 0 comments
Open
3 tasks done

Library Request: cde #7902

AlexCatarino opened this issue Apr 8, 2024 · 0 comments
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library-request

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@AlexCatarino
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Expected Behavior

cde implements various methods for conditional density estimation

  • Parametric neural network based methods
    • Mixture Density Network (MDN)
    • Kernel Mixture Network (KMN)
    • Normalizing Flows (NF)
  • Nonparametric methods
    • Conditional Kernel Density Estimation (CKDE)
    • Neighborhood Kernel Density Estimation (NKDE)
  • Semiparametric methods
    • Least Squares Conditional Density Estimation (LSKDE)

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  • I have completely filled out this template
  • I have confirmed that this issue exists on the current master branch
  • I have confirmed that this is not a duplicate issue by searching issues
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@AlexCatarino