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about/code_of_conduct/index.html

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Violating these terms may lead to a temporary or permanent ban.</p><h3 id=3-temporary-ban>3. Temporary Ban</h3><p><strong>Community Impact</strong>: A serious violation of community standards, including sustained inappropriate behavior.</p><p><strong>Consequence</strong>: A temporary ban from any sort of interaction or public communication with the community for a specified period of time.
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No public or private interaction with the people involved, including unsolicited interaction with those enforcing the Code of Conduct, is allowed during this period.
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Violating these terms may lead to a permanent ban.</p><h3 id=4-permanent-ban>4. Permanent Ban</h3><p><strong>Community Impact</strong>: Demonstrating a pattern of violation of community standards, including sustained inappropriate behavior, harassment of an individual, or aggression toward or disparagement of classes of individuals.</p><p><strong>Consequence</strong>: A permanent ban from any sort of public interaction within the community.</p><h2 id=attribution>Attribution</h2><p>This Code of Conduct is adapted from the <a href=https://www.contributor-covenant.org>Contributor Covenant</a>, version 2.1, available at <a href=https://www.contributor-covenant.org/version/2/1/code_of_conduct.html>https://www.contributor-covenant.org/version/2/1/code_of_conduct.html</a>.</p><p>Community Impact Guidelines were inspired by <a href=https://github.com/mozilla/diversity>Mozilla&rsquo;s code of conduct enforcement ladder</a>.</p><p>For answers to common questions about this code of conduct, see the FAQ at <a href=https://www.contributor-covenant.org/faq>https://www.contributor-covenant.org/faq</a>.
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Translations are available at <a href=https://www.contributor-covenant.org/translations>https://www.contributor-covenant.org/translations</a>.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse core team, 2025</p></div></div></footer></body></html>
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Translations are available at <a href=https://www.contributor-covenant.org/translations>https://www.contributor-covenant.org/translations</a>.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse® core team, 2025</p></div></div></footer></body></html>

about/index.html

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active" href=/about id=about-dropdown role=button aria-expanded=false>About</a><ul class=dropdown-menu aria-labelledby=about-dropdown><li><a class=dropdown-item href=/about>About scverse</a></li><li><a class=dropdown-item href=/about/mission>Mission statement</a></li><li><a class=dropdown-item href=/about/roles>Roles</a></li><li><a class=dropdown-item href=/about/code_of_conduct>Code of Conduct</a></li></ul></li><li class=nav-item><a id=join-button class="nav-link nav-button-hl" href=/join>Join</a></li></ul></div></div></nav></div></header><div id=wrapper><div id=content><div id=page-content><h1>About scverse</h1><article class=post><p>scverse® is a consortium of foundational tools for analysis of omics data in life sciences. It has been founded to ensure the long-term maintenance of these core tools.</p><p>Check out our <a href=/blog/hello-world>introductory blog post</a> and <a href=/about/mission>mission statement</a> for more details.</p><h2 id=sponsorship>Sponsorship</h2><p>scverse is a fiscally sponsored project of NumFOCUS, a nonprofit dedicated to supporting the open-source scientific computing community.
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If you like scverse and want to support our mission, please consider making a <a href=https://numfocus.org/donate-to-scverse>donation</a> to support our efforts.</p><div align=center><a href=https://numfocus.org/project/scverse><img src=https://raw.githubusercontent.com/numfocus/templates/master/images/numfocus-logo.png height=60px alt="NumFOCUS logo"></a></div><p>NumFOCUS is a 501(c)(3) non-profit charity in the United States; as such, donations to
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NumFOCUS are tax-deductible as allowed by law. As with any donation, you should
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consult with your personal tax adviser or the IRS about your particular tax situation.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse core team, 2025</p></div></div></footer></body></html>
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consult with your personal tax adviser or the IRS about your particular tax situation.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse® core team, 2025</p></div></div></footer></body></html>

about/mission/index.html

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These tools are placed under shared maintenance and development in the <code>scverse</code> GitHub organization.</p><p><code>scverse</code> <em>core</em> tools are expected to interface with and be supplemented by other tools in the ecosystem. <code>scverse</code> strives for synergy and interoperability with the ecosystem of packages built around these <em>core</em> tools, to ultimately provide users to cutting-edge and varied selection of analysis methods.</p><h2 id=user-engagement>User engagement</h2><p>We are community-driven and committed to keeping the <code>scverse</code> community open. We strive to actively foster a community where everyone is and feels welcomed, and where there are no barriers to contributions in any form. We welcome newcomers and pledge to build an environment where they can grow as contributors, developers, and community members. Together with technical and development support, we also support our users through:</p><ul><li>Clear documentation of code and usage via docs and tutorials.</li><li>Participation in development through issues and pull requests.</li><li>Community forums, such as our Discourse, Zulip, and Twitter.</li><li>Workshops at which we teach analysis workflows based on the <code>scverse</code> ecosystem.</li></ul><h2 id=developer-engagement>Developer engagement</h2><p>Tools within <code>scverse</code> are deliberately not unified under a single package, and instead form a consortium of <em>core</em> analytic tools with shared maintenance responsibilities.
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Development of these packages is not restricted – contributions are welcomed and publicly acknowledged.
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However, <code>scverse</code> aims to support the external development of new approaches to analyze and work with single cell data.
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We encourage the creation of new methods and tools on top of the <em>core</em> packages and data-structures.</p><p>We support the development of these ecosystem packages by:</p><ul><li>Providing stable APIs to build on top of.</li><li>Providing standardized and well-supported data structure to pass around data.</li><li>Making sure all contributions are recognized in our change logs and documentation.</li><li>Promoting 3rd party packages that rely on <code>scverse</code> via our websites and social media feeds.</li><li>Establishing open communication channels for:<ul><li>Discussion and collaboration between developers.</li><li>A common forum for user support and engagement.</li></ul></li></ul></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse core team, 2025</p></div></div></footer></body></html>
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We encourage the creation of new methods and tools on top of the <em>core</em> packages and data-structures.</p><p>We support the development of these ecosystem packages by:</p><ul><li>Providing stable APIs to build on top of.</li><li>Providing standardized and well-supported data structure to pass around data.</li><li>Making sure all contributions are recognized in our change logs and documentation.</li><li>Promoting 3rd party packages that rely on <code>scverse</code> via our websites and social media feeds.</li><li>Establishing open communication channels for:<ul><li>Discussion and collaboration between developers.</li><li>A common forum for user support and engagement.</li></ul></li></ul></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse® core team, 2025</p></div></div></footer></body></html>

about/roles/index.html

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The group tries to find a resolution that has no open objections among relevant core team members.
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Core members are expected to distinguish between fundamental objections to a proposal and minor perceived flaws that they can live with, and not hold up the decision-making process for the latter.
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If no option can be found without objections, the decision is escalated to the SC, which will itself use consensus seeking to come to a resolution.
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In the unlikely event that there is still a deadlock, the proposal will move forward if it has the support of a simple majority of the SC.</p><p>If an objection is raised on a lazy consensus, the proposer can appeal to the community and core developers and the change can be approved or rejected by escalating to the SC.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse core team, 2025</p></div></div></footer></body></html>
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In the unlikely event that there is still a deadlock, the proposal will move forward if it has the support of a simple majority of the SC.</p><p>If an objection is raised on a lazy consensus, the proposer can appeal to the community and core developers and the change can be approved or rejected by escalating to the SC.</p></article></div></div></div><footer><div id=footer-content class=container><div class=row><div class="col-12 col-md-6 col-lg-3"><h5>Pages</h5><ul class=list-unstyled><li><a href=/packages>Packages</a></li><li><a href=/learn>Learn</a></li><li><a href=/people>People</a></li><li><a href=/blog>Blog</a></li><li><a href=/events>Events</a></li><li><a href=/about>About</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Governance</h5><ul class=list-unstyled><li><a href=/about/mission/>Mission statement</a></li><li><a href=/about/code_of_conduct>Code of conduct</a></li><li><a href=/about/roles>Roles</a></li></ul></div><div class="col-12 col-md-6 col-lg-3"><h5>Join scverse</h5><ul class=list-unstyled><li><a href=https://github.com/scverse target=_blank>GitHub</a></li><li><a href=https://discourse.scverse.org/ target=_blank>Discourse</a></li><li><a href=https://scverse.zulipchat.com/ target=_blank>Zulip</a></li><li><a href=https://x.com/scverse_team target=_blank>X (Twitter)</a></li><li><a href=https://bsky.app/profile/scverse.bsky.social target=_blank>Bluesky</a></li><li><a href=https://www.youtube.com/channel/UCpsvsIAW3R5OdftJKKuLNMA target=_blank>YouTube</a></li></ul></div></div><div class=signature><p>scverse® core team, 2025</p></div></div></footer></body></html>

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