docs

docs/tables/davis_bouldin_cuda.csv

@@ -0,0 +1,12 @@
+OBSERVATIONS (MILLIONS),TIME (S),STDEV (S)
+2,0.03166,0.023
+4,0.06161,0.04883
+8,0.12143,0.09597
+16,0.24169,0.19592
+32,0.27942,0.12019
+64,0.45187,0.09255
+128,0.98631,0.31372
+NVIDIA GeForce RTX 4070,,
+REPEATS = 3,,
+"centers = [[0, 0], [5, 10], [10, 0], [20, 10]]",,
+"x, y = make_blobs(n_samples=OBSERVATIONS, n_features=2, centers=centers, cluster_std=1)",,

setup.py

@@ -24,7 +24,7 @@
 # Setup configuration
 setuptools.setup(
     name="Simba-UW-tf-dev",
-    version="2.2.1",
+    version="2.2.2",
     author="Simon Nilsson, Jia Jie Choong, Sophia Hwang",
     author_email="[email protected]",
     description="Toolkit for computer classification and analysis of behaviors in experimental animals",

simba/video_processors/video_processing.py

@@ -2262,6 +2262,8 @@ def resize_videos_by_width(video_paths: List[Union[str, os.PathLike]],
     :example:
     >>> video_paths= ['/Users/simon/Desktop/envs/simba/troubleshooting/RAT_NOR/project_folder/videos/test/08102021_DOT_Rat7_8(2).mp4', '/Users/simon/Desktop/envs/simba/troubleshooting/RAT_NOR/project_folder/videos/test/08102021_DOT_Rat11_12.mp4']
     >>> _ = resize_videos_by_width(video_paths=video_paths, width=300, overwrite=False, save_dir='/Users/simon/Desktop/envs/simba/troubleshooting/RAT_NOR/project_folder/videos/test/new')
+    >>> video_paths= [r"D:\videos\4A_Mouse_5-choice_MustTouchTrainingNEWFINAL_a8_grayscale.mp4"]
+    >>> resize_videos_by_width(video_paths=video_paths, width=301, overwrite=False, save_dir=r"D:\videos\test", gpu=True)
     """
 
     timer = SimbaTimer(start=True)
@@ -2321,9 +2323,6 @@ def resize_videos_by_width(video_paths: List[Union[str, os.PathLike]],
         print(f"Resized width {len(video_paths)} video(s). Elapsed time: {timer.elapsed_time_str}s.")
     return new_video_paths
 
-video_paths= [r"D:\videos\4A_Mouse_5-choice_MustTouchTrainingNEWFINAL_a8_grayscale.mp4"]
-resize_videos_by_width(video_paths=video_paths, width=301, overwrite=False, save_dir=r"D:\videos\test", gpu=True)
-
 
 
 def create_blank_video(path: Union[str, os.PathLike],