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Fix typo with prediction of means from sampling #5

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Fix typo with prediction of means from sampling #5

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2 changes: 1 addition & 1 deletion BHM/pytorch/bhmtorch_cuda.py
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Original file line number Diff line number Diff line change
Expand Up @@ -145,7 +145,7 @@ def predictSampling(self, Xq, nSamples=50):
mu_a = Xq.mm(w).squeeze()
probs = pt.sigmoid(mu_a)

mean = pt.std(probs, dim=1).squeeze()
mean = pt.mean(probs, dim=1).squeeze()
std = pt.std(probs, dim=1).squeeze()

return mean, std
4 changes: 2 additions & 2 deletions BHM_Online_Learning/bhmtorch_cpu.py
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Original file line number Diff line number Diff line change
Expand Up @@ -154,7 +154,7 @@ def predictSampling(self, Xq, nSamples=50):
mu_a = Xq.mm(w).squeeze()
probs = pt.sigmoid(mu_a)

mean = pt.std(probs, dim=1).squeeze()
mean = pt.mean(probs, dim=1).squeeze()
std = pt.std(probs, dim=1).squeeze()

return mean, std
Expand Down Expand Up @@ -289,7 +289,7 @@ def predictSampling(self, Xq, nSamples=50):
mu_a = Xq.mm(w).squeeze()
probs = pt.sigmoid(mu_a)

mean = pt.std(probs, dim=1).squeeze()
mean = pt.mean(probs, dim=1).squeeze()
std = pt.std(probs, dim=1).squeeze()

return mean, std
Expand Down