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24 changes: 24 additions & 0 deletions content/grants/sparse_arrays/_index.md
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title: "Sparse Arrays for Scientific Python"
summary: |
Project to improve sparse structures in SciPy so they support array semantics;
to deprecate SciPy’s sparse matrices and numpy.matrix;
to assist with sparse array adoption in downstream ecosystem packages.
authors: ["Dan Schult", "Stéfan van der Walt", "K. Jarrod Millman"]
date: 2022-11-30
funder: Chan Zuckerberg Initiative
funder_url: https://chanzuckerberg.com/eoss/proposals/sparse-arrays-for-scientific-python/
status: funded
pdf_url: https://scientific-python.org/doc/sparse-arrays-grant-2022.pdf
---

{{< page_gallery pages="./personnel" >}}

Sparse data refers to datasets where a high percentage of the values are zero
or empty, which occurs where relationships across dimensions don’t exist or are
neglected. This project will introduce sparse array data structures that
provide array semantics to enable straightforward interaction with sparse data.
This includes the design and implementation of 1D and 2D sparse array data
structures, as well as expanding on the existing scipy.sparse package.

Read the [full grant](../../doc/sparse-arrays-grant-2022.pdf).
5 changes: 5 additions & 0 deletions content/grants/sparse_arrays/personnel/dan_schult.md
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title: Dan Schult
repository: https://github.com/dschult
avatar: https://avatars.githubusercontent.com/u/915037
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headless: true
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5 changes: 5 additions & 0 deletions content/grants/sparse_arrays/personnel/jarrod_millman.md
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title: Jarrod Millman
repository: https://github.com/jarrodmillman
avatar: https://avatars3.githubusercontent.com/u/123428
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5 changes: 5 additions & 0 deletions content/grants/sparse_arrays/personnel/ross_barnowski.md
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title: Ross Barnowski
repository: https://github.com/rossbar
avatar: https://avatars1.githubusercontent.com/u/1268991
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5 changes: 5 additions & 0 deletions content/grants/sparse_arrays/personnel/stefan_van_der_walt.md
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title: Stéfan van der Walt
repository: https://github.com/stefanv
avatar: https://avatars3.githubusercontent.com/u/45071
---