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Remove <BLANKLINE> from docstrings #346

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Jun 5, 2024
Merged

Remove <BLANKLINE> from docstrings #346

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09fe16f
remove unnecessary <BLANKLINE> instances in docstrings
drbenvincent Jun 4, 2024
298deb1
bump pinned version of pymc
drbenvincent Jun 4, 2024
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38 changes: 0 additions & 38 deletions causalpy/pymc_experiments.py
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Original file line number Diff line number Diff line change
Expand Up @@ -102,11 +102,6 @@ def print_coefficients(self, round_to=None) -> None:
... "progressbar": False
... }),
... )
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
>>> result.print_coefficients(round_to=1) # doctest: +NUMBER
Model coefficients:
Intercept 1, 94% HDI [1, 1]
Expand Down Expand Up @@ -165,11 +160,6 @@ class PrePostFit(ExperimentalDesign, PrePostFitDataValidator):
... }
... ),
... )
<BLANKLINE>
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<BLANKLINE>
>>> result.summary(round_to=1) # doctest: +NUMBER
==================================Pre-Post Fit==================================
Formula: actual ~ 0 + a + g
Expand Down Expand Up @@ -396,11 +386,6 @@ class InterruptedTimeSeries(PrePostFit):
... }
... )
... )
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
"""

expt_type = "Interrupted Time Series"
Expand Down Expand Up @@ -436,11 +421,6 @@ class SyntheticControl(PrePostFit):
... }
... ),
... )
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
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<BLANKLINE>
"""

expt_type = "Synthetic Control"
Expand Down Expand Up @@ -497,11 +477,6 @@ class DifferenceInDifferences(ExperimentalDesign, DiDDataValidator):
... }
... )
... )
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
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<BLANKLINE>
"""

def __init__(
Expand Down Expand Up @@ -793,11 +768,6 @@ class RegressionDiscontinuity(ExperimentalDesign, RDDataValidator):
... ),
... treatment_threshold=0.5,
... )
<BLANKLINE>
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<BLANKLINE>
"""

def __init__(
Expand Down Expand Up @@ -1207,10 +1177,6 @@ class PrePostNEGD(ExperimentalDesign, PrePostNEGDDataValidator):
... }
... )
... )
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
<BLANKLINE>
>>> result.summary(round_to=1) # doctest: +NUMBER
==================Pretest/posttest Nonequivalent Group Design===================
Formula: post ~ 1 + C(group) + pre
Expand Down Expand Up @@ -1441,8 +1407,6 @@ class InstrumentalVariable(ExperimentalDesign, IVDataValidator):
... formula=formula,
... model=InstrumentalVariableRegression(sample_kwargs=sample_kwargs),
... )
<BLANKLINE>
<BLANKLINE>
"""

def __init__(
Expand Down Expand Up @@ -1568,8 +1532,6 @@ class InversePropensityWeighting(ExperimentalDesign, PropensityDataValidator):
... },
... ),
... )
<BLANKLINE>
<BLANKLINE>
"""

def __init__(
Expand Down
12 changes: 0 additions & 12 deletions causalpy/pymc_models.py
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Expand Up @@ -72,15 +72,11 @@ class ModelBuilder(pm.Model):
... }
... )
>>> model.fit(X, y)
<BLANKLINE>
<BLANKLINE>
Inference data...
>>> X_new = rng.normal(loc=0, scale=1, size=(20,2))
>>> model.predict(X_new)
<BLANKLINE>
Inference data...
>>> model.score(X, y)
<BLANKLINE>
r2 0.390344
r2_std 0.081135
dtype: float64
Expand Down Expand Up @@ -201,8 +197,6 @@ class WeightedSumFitter(ModelBuilder):
>>> y = np.asarray(sc['actual']).reshape((sc.shape[0], 1))
>>> wsf = WeightedSumFitter(sample_kwargs={"progressbar": False})
>>> wsf.fit(X,y)
<BLANKLINE>
<BLANKLINE>
Inference data...
""" # noqa: W605

Expand Down Expand Up @@ -259,8 +253,6 @@ class LinearRegression(ModelBuilder):
... 'obs_indx': np.arange(rd.shape[0])
... },
... )
<BLANKLINE>
<BLANKLINE>
Inference data...
""" # noqa: W605

Expand Down Expand Up @@ -313,8 +305,6 @@ class InstrumentalVariableRegression(ModelBuilder):
... "eta": 2,
... "lkj_sd": 2,
... })
<BLANKLINE>
<BLANKLINE>
Inference data...
"""

Expand Down Expand Up @@ -432,8 +422,6 @@ class PropensityScore(ModelBuilder):
... 'obs_indx': np.arange(df.shape[0])
... },
... )
<BLANKLINE>
<BLANKLINE>
Inference...
""" # noqa: W605

Expand Down
1 change: 0 additions & 1 deletion causalpy/skl_experiments.py
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Expand Up @@ -547,7 +547,6 @@ class RegressionDiscontinuity(ExperimentalDesign, RDDataValidator):
Formula: y ~ 1 + x + treated
Running variable: x
Threshold on running variable: 0.5
<BLANKLINE>
Results:
Discontinuity at threshold = 0.19
Model coefficients:
Expand Down
2 changes: 1 addition & 1 deletion environment.yml
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Expand Up @@ -9,7 +9,7 @@ dependencies:
- numpy<1.26.0
- pandas
- patsy
- pymc>=5.14.0
- pymc>=5.15.1
- scikit-learn>=1
- scipy
- seaborn>=0.11.2
Expand Down
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