From ba9d324739628d5a06e69b5a1ef7517970b28849 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 29 Apr 2024 22:25:25 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 cell2location/distributions/NegativeBinomial.py | 1 +
 cell2location/distributions/transforms.py       | 1 +
 cell2location/plt/RotateCrop.py                 | 1 +
 3 files changed, 3 insertions(+)

diff --git a/cell2location/distributions/NegativeBinomial.py b/cell2location/distributions/NegativeBinomial.py
index 8d42ce0a..772c3a9c 100755
--- a/cell2location/distributions/NegativeBinomial.py
+++ b/cell2location/distributions/NegativeBinomial.py
@@ -104,6 +104,7 @@ class NegativeBinomial(Distribution):
     one parameterization to another.
 
     """
+
     arg_constraints = {
         "mu": constraints.greater_than_eq(0),
         "theta": constraints.greater_than_eq(0),
diff --git a/cell2location/distributions/transforms.py b/cell2location/distributions/transforms.py
index 77b00f63..4ae68a29 100644
--- a/cell2location/distributions/transforms.py
+++ b/cell2location/distributions/transforms.py
@@ -6,6 +6,7 @@ class SoftplusTransform(Transform):
     r"""
     Transform via the mapping :math:`\text{Softplus}(x) = \log(1 + \exp(x))`.
     """
+
     domain = constraints.real_vector
     codomain = constraints.positive
 
diff --git a/cell2location/plt/RotateCrop.py b/cell2location/plt/RotateCrop.py
index 8d61ef9b..fb69d1b6 100644
--- a/cell2location/plt/RotateCrop.py
+++ b/cell2location/plt/RotateCrop.py
@@ -1,4 +1,5 @@
 r"""Class for rotating and cropping images."""
+
 import cv2 as cv
 import numpy as np