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Fix Triangular bounds #4470

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merged 3 commits into from
Feb 12, 2021
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@ricardoV94 ricardoV94 commented Feb 10, 2021

Small fix to Triangular dist logp and logcdf bounds.

Before this PR the following evaluations gave wrong results (all should evaluate to -inf):

pm.Triangular.dist(lower=0, upper=1, c=2.0).logp(1.9).eval()           
array(0.64185389)

pm.Triangular.dist(lower=0, upper=1, c=-0.5).logp(-0.3).eval()          
array(0.55004634)

pm.Triangular.dist(lower=1, upper=0, c=0.5).logp(0.7).eval()
array(inf)

pm.Triangular.dist(lower=1, upper=0, c=2).logcdf(2).eval()              
array(nan)

pm.Triangular.dist(lower=1, upper=0, c=0.5).logcdf(2).eval()            
array(0.)

Depending on what your PR does, here are a few things you might want to address in the description:

@michaelosthege michaelosthege added this to the vNext (3.11.1) milestone Feb 11, 2021
@michaelosthege michaelosthege merged commit 1d37d31 into pymc-devs:master Feb 12, 2021
@ricardoV94 ricardoV94 deleted the fix_uniform_bounds branch February 12, 2021 13:48
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3 participants