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Derive logprob for exp2, log2, log10, log1p, expm1, log1mexp, log1pexp (softplus), and sigmoid transformations #6826
Derive logprob for exp2, log2, log10, log1p, expm1, log1mexp, log1pexp (softplus), and sigmoid transformations #6826
Commits on Sep 4, 2023
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LogTransform with arb base n now works
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log1p, softplus, and log1mexp now working
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merge conflicts in tests_transforms
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implemented rewrites and reverted Transform classes
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removed additions to node rewriter
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Update pymc/logprob/transforms.py
Co-authored-by: Ricardo Vieira <[email protected]>
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generalised expotential function added
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reverted back to just allowing exp2
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tests running but log2, log10, and expm1 failing
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LogTransform with arb base n now works
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log1p, softplus, and log1mexp now working
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implemented rewrites and reverted Transform classes
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removed additions to node rewriter
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Update pymc/logprob/transforms.py
Co-authored-by: Ricardo Vieira <[email protected]>
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fixed test failing for log2 and log10 (due to floating point inprecis…
…ion in the graph)
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Commits on Sep 5, 2023
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fixed removed code from rebase
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Commits on Sep 7, 2023
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moved test back into TestClass after rebase
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fixed duplicat test and removed negation from log1mexp logprob conver…
…sion
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