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Distributions #479

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krzjoa opened this issue Feb 22, 2021 · 1 comment
Open
8 of 35 tasks

Distributions #479

krzjoa opened this issue Feb 22, 2021 · 1 comment

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@krzjoa
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krzjoa commented Feb 22, 2021 •
edited by dfalbel

A checklist of distributions we'd like to port from PyTorch:

  • Bernoulli
  • Beta
  • Binomial
  • Categorical
  • Cauchy
  • Chi2
  • ContinuousBernoulli
  • Dirichlet
  • Exponential
  • FisherSnedecor
  • Gamma
  • Geometric
  • Gumbel
  • HalfCauchy
  • HalfNormal
  • Independent
  • Laplace
  • LogNormal
  • LowRankMultivariateNormal
  • MixtureSameFamily
  • Multinomial
  • MultivariateNormal
  • NegativeBinomial
  • Normal
  • OneHotCategorical
  • Pareto
  • Poisson
  • RelaxedBernoulli
  • LogitRelaxedBernoulli
  • RelaxedOneHotCategorical
  • StudentT
  • TransformedDistribution
  • Uniform
  • VonMises
  • Weibull
@dfalbel dfalbel mentioned this issue May 8, 2021
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@dfalbel dfalbel mentioned this issue Jun 1, 2021
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@skiptoniam
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@dfalbel I was keen to use a negative binomial distribution. Any pointers on how to set one up in torch?

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@skiptoniam @krzjoa