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Semantic versioning for ML datasets

Project description

DataCanopy

Semantic versioning for ML datasets - simpler than DVC

⚠️ Status: In Development - Package name reserved, full release coming soon.

DataCanopy will provide:

  • Content-addressed dataset catalogs
  • One-line dataset loading for ML engineers
  • Logical views over Delta/Parquet in S3
  • Local-first development with optional S3 sync

Stay tuned for the full release.

Installation

pip install datacanopy  # Coming soon

Links


**`LICENSE`:**

MIT License

Copyright (c) 2025 Kevin Winkler

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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