marcodsantia / conda-store

Data science environments, for collaboration. ✨

Data science environments, for collaboration.

Flexible. Reproducible. Governable.

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conda-store provides the familiarity and flexibility of conda environments, without compromising reliability for collaborative settings.

conda-store is built to work for all team members from individual data scientists to administrators, while making sure your team follows best practices throughout the environment life cycle: from initial environment creation, to using environments in a production machine.

Key features

• Flexiblity:
  • Users can create and update environments with the Graphical UI or a YAML editor.
  • The environments are automatically version-controlled and all versions are readily available.
• Reproduciblity:
  • User can share environments quickly through the auto-generated artifacts including a lockfile, docker image, YAML file, and tarball.
  • conda-store pins exact versions of all packages and their dependencies in all the auto-generated artifacts.
• Goverance:
  • Users have access to admin-approved packages and channels for their work, and can request new ones when needed.
  • Admins can insert or require certain packages and versions for organization-level compatibility.
  • Admins can manage users' access-levels using "Namespaces", and allow users to share environments across (and only with) their team.

Get started

Learn more, including how to install, use, and contribute to conda-store in our documentation at conda.store.

Related repositories

• We are working on a new UI for conda-store at: Quansight/conda-store-ui, and
• a JupyterLab extension at: Quansight/jupyterlab-conda-store.

Code of Conduct

To guarantee a welcoming and friendly community, we require all community members to follow our Code of Conduct.

License

conda-store is developed under the BSD-3 LICENSED.