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modelstore

modelstore is a machine learning model registry Python library.

By saving your models using modelstore, you can:

  • Version your models;
  • Upload model artifacts to your choice of storage;
  • Collect meta data about the models your uploading;
  • Control models' states;
  • Load models straight from storage back into memory
.. toctree::
   :maxdepth: 1
   :caption: Basic usage

   basics/installation
   basics/quickstart
   basics/sklearn


.. toctree::
   :maxdepth: 1
   :caption: Under the hood

   concepts/modelstore
   concepts/libraries
   concepts/storage


.. toctree::
   :maxdepth: 1
   :caption: Advanced usage

   advanced/upload
   advanced/download
   advanced/read
   advanced/delete
   advanced/states
   advanced/cli
   advanced/troubleshooting/index

This documentation is open source. If you would like to add anything to it, please open a pull request on Github.

License

Copyright 2022 Neal Lathia

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Contact

If you have any questions or feedback, feel free to open an issue on Github or email me: neal.lathia@gmail.com or