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Create 1st sparse summit stub (#280)
* Create 1st sparse summit stub * Update content/summits/_index.md Co-authored-by: Ross Barnowski <[email protected]> * Just list title in TOC * Add link to grant proposal Co-authored-by: Ross Barnowski <[email protected]>
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--- | ||
title: "Summits" | ||
date: 2020-12-17T20:14:42-08:00 | ||
date: 2022-08-04 | ||
--- | ||
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The developer summits address topics of interest across several packages (e.g., | ||
sparse arrays, benchmarking, packaging, teaching, specific science domains). | ||
The summits are recorded and shared on our youtube channel under the | ||
[“Developer Discussions” playlist](https://www.youtube.com/playlist?list=PL7rNFJDy0iz5GGSmRQNMO-qF6PUG3YsQx). | ||
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To discuss upcoming summits or suggest potential summit topics, see the [summits category in the discussion forum](https://discuss.scientific-python.org/c/summits/27). |
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--- | ||
title: "Sparse Data" | ||
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Sparse data refers to datasets where a high percentage of the values are zero or empty. | ||
This happens when relationships across dimensions (e.g., rows and columns) don't exist or are neglected. | ||
Sparse datasets are ubiquitous in modern scientific computing, including network analysis, signal processing, image processing, machine learning, etc. | ||
There exist many sparse data formats which save memory by only storing non-zero values, yet still allow efficient computation and manipulation. | ||
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Recently, a [sparse array API](https://github.com/scipy/scipy/pull/14822) was added to `scipy.sparse` as a first step in removing the sparse matrix API and eventually `np.matrix`. | ||
This effort is complimentary to work being done on the [PyData sparse](https://sparse.pydata.org/en/stable/index.html) package, which provides n-dimensional sparse data structures that support array semantics appropriate for Numba compiled code. | ||
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The summits bring together developers and users of sparse arrays to discuss shortcomings of the current implementations, the needs of various scientific communities, and to develop a shared roadmap and vision for better supporting sparse arrays. |
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--- | ||
title: "Meeting 1" | ||
--- | ||
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## Information | ||
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- Date: TBD (tentatively planned for September 2022) | ||
- Discord / Zoom information: TBD | ||
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## Participants | ||
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- Jarrod Millman | ||
- Stéfan van der Walt | ||
- Ross Barnowski | ||
- Dan Schult | ||
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## Agenda | ||
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Each topic should start with a brief 2-5 minute presentation followed by a 5-8 minute discussion. | ||
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- (10 min) Jarrod and Stéfan discuss purpose of summit and goals (10 min) | ||
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- Topics | ||
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- (10 min) Dan and Ross will talk about the SciPy Sparse Array Interface | ||
(see this [grant proposal](../../../doc/sparse-arrays-grant-2022.pdf)). | ||
- (10 min) | ||
- (10 min) | ||
- (10 min) | ||
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- (10 min) Jarrod and Stéfan lead discussion about next steps. |
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{{ define "main" }} | ||
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<section class="content-padding flex-row"> | ||
<div class="shortcuts-container"> | ||
<div class="shortcuts-title"><img src="/images/icons/list-bulleted.svg"/>On this page</div> | ||
<div id="shortcuts"></div> | ||
</div> | ||
<div class="content-container"> | ||
<div class="columns"> | ||
<div class="column is-centered-tablet-portrait"> | ||
<h1 class="title section-title">{{ .Title }}</h1> | ||
<h5 class="subtitle is-5 is-muted">{{ .Params.Subtitle }}</h5> | ||
<div class="divider"></div> | ||
</div> | ||
</div> | ||
{{ if .Content }} | ||
{{ .Content }} | ||
{{ range .Pages }} | ||
<div class="post-list"> | ||
<article> | ||
<div class="post-title"><a href="{{ .RelPermalink }}">{{ .Title }}</a></div> | ||
</article> | ||
</div> | ||
{{ end }} | ||
{{ end }} | ||
</div> | ||
</section> | ||
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{{ end }} |
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