[DATALAD RUNCMD] Do interactive fixing of some ambigous typos

=== Do not change lines below ===
{
 "chain": [],
 "cmd": "codespell -w -i 3 -C 2",
 "exit": 0,
 "extra_inputs": [],
 "inputs": [],
 "outputs": [],
 "pwd": "."
}
^^^ Do not change lines above ^^^

README.rst

@@ -39,7 +39,7 @@ It includes several local-low-rank based denoising methods (see the `documentati
 4. Optimal Thresholding
 5. Raw Singular Value Thresholding
 
-A mathematical description of theses methods is available in the documentation.
+A mathematical description of these methods is available in the documentation.
 
 
 

src/patch_denoise/space_time/lowrank.py

@@ -40,7 +40,7 @@ def __init__(self, patch_shape, patch_overlap, threshold_scale, **kwargs):
         self.input_denoising_kwargs["threshold_scale"] = threshold_scale
 
     def _patch_processing(self, patch, patch_idx=None, threshold_scale=1.0):
-        """Process a pach with the MP-PCA method."""
+        """Process a patch with the MP-PCA method."""
         p_center, eig_vals, eig_vec, p_tmean = eig_analysis(patch)
         maxidx = 0
         meanvar = np.mean(eig_vals)
@@ -102,7 +102,7 @@ def denoise(
         return super().denoise(input_data, mask, mask_threshold, progbar=progbar)
 
     def _patch_processing(self, patch, patch_idx=None, var_apriori=None):
-        """Process a pach with the Hybrid-PCA method."""
+        """Process a patch with the Hybrid-PCA method."""
         varest = np.mean(var_apriori.get_patch(patch_idx))
         p_center, eig_vals, eig_vec, p_tmean = eig_analysis(patch)
         maxidx = 0
@@ -168,7 +168,7 @@ def denoise(
         return super().denoise(input_data, mask, mask_threshold, progbar=progbar)
 
     def _patch_processing(self, patch, patch_idx=None, **kwargs):
-        """Process a pach with the simple SVT method."""
+        """Process a patch with the simple SVT method."""
         # Centering for better precision in SVD
         u_vec, s_values, v_vec, p_tmean = svd_analysis(patch)