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Photrek / Nonlinear-Statistical-Coupling

Apache License 2.0
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nsc features for v0.0.4 #18

Closed Kevin-Chen0 closed 3 years ago

Kevin-Chen0 commented 3 years ago

Here is the list of desired deliverables for the next release of v0.0.4:

  1. Migrate coupled entropy function and quad integrations into the master branch.
  2. Conduct unit and existing tests on the prob and sample_n functions for both CoupledNormal and MultivariateCoupledNormal classes.
  3. Update the nsc guide to include these additions.
  4. Test nsc libs on Coupled VAE notebook, using the MultivariateCoupledNormal class in the reparameterization as well coupled kl_divergence and coupled_entropy in the loss function.

See the current production version here and the test version here.

Kevin-Chen0 commented 3 years ago

nsc lib has migrated to v0.0.4.