From 51005ede4ddd3127ba434f8354a6c7e28e56f3ee Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jon=20Haitz=20Legarreta=20Gorro=C3=B1o?=
 <jon.haitz.legarreta@gmail.com>
Date: Sat, 9 Nov 2024 13:47:15 -0500
Subject: [PATCH] STYLE: Lint DWI GP estimation notebook

Lint DWI GP estimation notebook.

Take advantage of the commit to remove the unused random number
generator.
---
 docs/notebooks/dwi_gp_estimation.ipynb | 16 ++--------------
 1 file changed, 2 insertions(+), 14 deletions(-)

diff --git a/docs/notebooks/dwi_gp_estimation.ipynb b/docs/notebooks/dwi_gp_estimation.ipynb
index 2cce4b3e..c6818b26 100644
--- a/docs/notebooks/dwi_gp_estimation.ipynb
+++ b/docs/notebooks/dwi_gp_estimation.ipynb
@@ -29,23 +29,9 @@
     "from dipy.core.gradients import get_bval_indices\n",
     "from dipy.io import read_bvals_bvecs\n",
     "from dipy.segment.mask import median_otsu\n",
-    "\n",
     "from scipy.ndimage import binary_dilation\n",
     "from skimage.morphology import ball\n",
     "\n",
-    "from nireports.reportlets.modality.dwi import plot_dwi"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "69a3bc6b4fbe7036",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "seed = 1234\n",
-    "rng = np.random.default_rng(seed)\n",
-    "\n",
     "name = \"sherbrooke_3shell\"\n",
     "\n",
     "dwi_fname, bval_fname, bvec_fname = dpd.get_fnames(name=name)\n",
@@ -131,6 +117,8 @@
     }
    ],
    "source": [
+    "from nireports.reportlets.modality.dwi import plot_dwi\n",
+    "\n",
     "affine = nib.load(dwi_fname).affine\n",
     "plot_dwi(shell_data[..., dwi_vol_idx], affine, gradient=np.concatenate((np.squeeze(X_test), [1000])), output_file=\"sherbrooke_3shell_b1k_data.svg\")"
    ]