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ENH: Define instance attributes in __init__ method
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Define instance attributes in `__init__` method.

Fixes:
```
Instance attribute _datashape defined outside __init__
```

and similar warnings.
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jhlegarreta committed Mar 21, 2024
1 parent 62a213a commit ae4a650
Showing 1 changed file with 7 additions and 0 deletions.
7 changes: 7 additions & 0 deletions src/eddymotion/model/base.py
Original file line number Diff line number Diff line change
Expand Up @@ -131,6 +131,9 @@ def __init__(self, gtab, S0=None, mask=None, b_max=None, **kwargs):
module_name, class_name = model_str.rsplit(".", 1)
self._model = getattr(import_module(module_name), class_name)(_rasb2dipy(gtab), **kwargs)

self._datashape = None
self._models = None

def fit(self, data, n_jobs=None, **kwargs):
"""Fit the model chunk-by-chunk asynchronously"""
n_jobs = n_jobs or 1
Expand Down Expand Up @@ -257,6 +260,7 @@ def __init__(self, **kwargs):
self._th_high = kwargs.get("th_high", 10000)
self._bias = kwargs.get("bias", True)
self._stat = kwargs.get("stat", "median")
self._data = None

def fit(self, data, **kwargs):
"""Calculate the average."""
Expand Down Expand Up @@ -329,6 +333,9 @@ def __init__(self, timepoints=None, xlim=None, n_ctrl=None, mask=None, order=3,
# B-Spline knots
self._t = np.arange(-3, float(self._n_ctrl) + 4, dtype="float32")

self._shape = None
self._coeff = None

def fit(self, data, *args, **kwargs):
"""Fit the model."""
from scipy.interpolate import BSpline
Expand Down

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