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Multiply/Partially/Combination IWAE (#54)
* work on CIWAE and MIWAE * add PIWAE * minor change in Coupled Optimizer Trainer * update repro script * prepare repro * add DynBinDataset to scripts * fix number of training samples * update test calbacks with trainer update * fix issue in callback * add eval model * add eval mode * add examples and update readme * add reproduction results * apply black and isort * clean up scripts * clean up scripts * clean up scripts * removed unecessary * prepare release
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Original file line number | Diff line number | Diff line change |
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********************************** | ||
CIWAE | ||
********************************** | ||
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.. automodule:: | ||
pythae.models.ciwae | ||
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.. autoclass:: pythae.models.CIWAEConfig | ||
:members: | ||
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.. autoclass:: pythae.models.CIWAE | ||
:members: |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,12 @@ | ||
********************************** | ||
MIWAE | ||
********************************** | ||
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.. automodule:: | ||
pythae.models.miwae | ||
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.. autoclass:: pythae.models.MIWAEConfig | ||
:members: | ||
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.. autoclass:: pythae.models.MIWAE | ||
:members: |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,12 @@ | ||
********************************** | ||
PIWAE | ||
********************************** | ||
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.. automodule:: | ||
pythae.models.piwae | ||
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.. autoclass:: pythae.models.PIWAEConfig | ||
:members: | ||
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.. autoclass:: pythae.models.PIWAE | ||
:members: |
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