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Pytensor only #614

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merged 5 commits into from
Dec 21, 2022
Merged

Pytensor only #614

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1893759
Make imports compatible with PyTensor/PyMC v5
michaelosthege Dec 17, 2022
548e1ee
Fix another reference
canyon289 Dec 18, 2022
88de508
Hard cutover to pytensor
canyon289 Dec 18, 2022
328f39c
Merge branch 'main' into pytensor_only
canyon289 Dec 18, 2022
caa3a59
PyMC 5.0 or greater
canyon289 Dec 21, 2022
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6 changes: 1 addition & 5 deletions bambi/backend/links.py
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Original file line number Diff line number Diff line change
@@ -1,9 +1,5 @@
import numpy as np

try:
import pytensor.tensor as pt
except ModuleNotFoundError:
import aesara.tensor as pt
import pytensor.tensor as pt


def probit(x):
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9 changes: 3 additions & 6 deletions bambi/backend/pymc.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,12 +7,9 @@
import numpy as np
import pymc as pm

try:
import pytensor.tensor as pt
from pytensor.tensor.special import softmax
except ModuleNotFoundError:
import aesara.tensor as pt
from aesara.tensor.nnet import softmax
import pytensor.tensor as pt
from pytensor.tensor.special import softmax


from bambi import version

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5 changes: 1 addition & 4 deletions bambi/backend/terms.py
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Original file line number Diff line number Diff line change
@@ -1,10 +1,7 @@
import numpy as np
import pymc as pm

try:
import pytensor.tensor as pt
except ModuleNotFoundError:
import aesara.tensor as pt
import pytensor.tensor as pt

from bambi.backend.utils import has_hyperprior, get_distribution
from bambi.families.multivariate import MultivariateFamily
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5 changes: 1 addition & 4 deletions bambi/backend/utils.py
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Original file line number Diff line number Diff line change
@@ -1,7 +1,4 @@
try:
import pytensor.tensor as pt
except ModuleNotFoundError:
import aesara.tensor as pt
import pytensor.tensor as pt
import pymc as pm


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2 changes: 1 addition & 1 deletion requirements.txt
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Expand Up @@ -2,6 +2,6 @@ arviz>=0.11.2
formulae==0.3.4
numpy>1.22
pandas>=1.0.0
pymc>=4.0.0
pymc>=5.0.0
scipy>=1.7.0
setuptools>47.1.0