Add function covereage table to the documentation

[GenevieveBuckley]

It would be good to add a page to our docs including this table comparing coverage of dask-image vs scipy ndimage functions.

Function name	SciPy ndimage	dask-image
affine_transform	X
binary_closing	X	X
binary_dilation	X	X
binary_erosion	X	X
binary_fill_holes	X
binary_hit_or_miss	X
binary_opening	X	X
binary_propagation	X
black_tophat	X
center_of_mass	X	X
convolve	X	X
convolve1d	X
correlate	X	X
correlate1d	X
distance_transform_bf	X
distance_transform_cdt	X
distance_transform_edt	X
extrema	X	X
find_objects	X
fourier_ellipsoid	X
fourier_gaussian	X	X
fourier_shift	X	X
fourier_uniform	X	X
gaussian_filter	X	X
gaussian_filter1d	X
gaussian_gradient_magnitude	X	X
gaussian_laplace	X	X
generate_binary_structure	X
generic_filter	X	X
generic_filter1d	X
generic_gradient_magnitude	X
generic_laplace	X
geometric_transform	X
grey_closing	X
grey_dilation	X
grey_erosion	X
grey_opening	X
histogram	X	X
imread	X	X
iterate_structure	X
label	X	X
labeled_comprehension	X	X
laplace	X	X
map_coordinates	X
maximum	X	X
maximum_filter	X	X
maximum_filter1d	X
maximum_position	X	X
mean	X	X
median	X	X
median_filter	X	X
minimum	X	X
minimum_filter	X	X
minimum_filter1d	X
minimum_position	X	X
morphological_gradient	X
morphological_laplace	X
percentile_filter	X	X
prewitt	X	X
rank_filter	X	X
rotate	X
shift	X
sobel	X	X
spline_filter	X
spline_filter1d	X
standard_deviation	X	X
sum	X	X
uniform_filter	X	X
uniform_filter1d	X
variance	X	X
watershed_ift	X
white_tophat	X
zoom	X

[abhisht51]

Hi, Do i just add this table to the doc ?

[GenevieveBuckley]

Hi, Do i just add this table to the doc ?

I'd say so!

We have all our documentation pages in the docs/ folder of this repository, and use ReST (restructured text) formatting.

[Sh4zKh4n]

Hi, I think this is great but maybe it would be worth making clear whether the table shows in the ndimage table x mark means it works with dask_image or if ndimage has the function? Sorry to be a pain. I think its a great table but a little add would help in explanation for naive users like myself

[abhisht51]

hi @GenevieveBuckley I have issue a PR, please review it

[GenevieveBuckley]

Hi, I think this is great but maybe it would be worth making clear whether the table shows in the ndimage table x mark means it works with dask_image or if ndimage has the function? Sorry to be a pain. I think its a great table but a little add would help in explanation for naive users like myself

@Sh4zKh4n scipy.ndimage has all of the functions listed (you'll see a cross marker in every row of the scipy column). However dask-image only supports a subset of these, so you see only some of the functions are marked with a cross in the dask-image column.

[GenevieveBuckley]

Closed via https://github.com/dask/dask-image/pull/155