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[BLOG] add Multi-dimensional Sparse Arrays in SciPy #884

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anushkasuyal
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@anushkasuyal anushkasuyal commented Sep 16, 2024

The following PR is made to add the blog post describing the work I have done on extending n-dimensional support for COOrdinate sparse arrays in SciPy during my summer internship under the mentorship of @rgommers and @izaid, to the Quansight Labs blog.

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Hi Anushka, thanks for the post! I left a couple of comments. One further note is to make the alt text a bit more descriptive if you can.


By the end of this stage, I had become fairly confident that the entire COO codebase could be extended to n-dimensions.

I then moved on to the second stage, which involved tackling the fundamental operations in linear algebra, `matmul`, `dot`, and `tensordot`.
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I suggest linking to the documentation on those - just for completeness.

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Would this be to the SciPy sparse documentation (because I haven't added docstrings for tensordot which is a new addition to the codebase), or linking to the NumPy documentation?

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Thanks @melissawm ! I've made the alt text a bit more descriptive, and have added the source links for the images, at 554fe2b.

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I've addressed all suggestions! I think this is ready to merge now. :)

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Looks great to me, thanks @anushkasuyal !

@pavithraes can we merge soon? Thanks!

@pavithraes pavithraes merged commit 5c61167 into Quansight:main Sep 25, 2024
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4 participants