Machine Learning Data Store
Project description
Overview
Kosh allows codes to store, query, share data via an easy-to-use Python API. Kosh lies on top of Sina and as a result can use any database backend supported by Sina.
In addition Kosh aims to make data access and sharing as simple as possible.
Via "loaders" Kosh can open files associated with datasets in a seamless fashion independently of the actual file format. Kosh's loader can also load data in different format, although numpy is the most usual output type.
Getting Started
You will need a Python environment with Sina and networkx installed.
Then simply run:
python setup.py install
Alternatively add the path to this repo to your PYTHONPATH
environment variable, or in your code with:
import sys
sys.path.append(path_to_kosh_repo)
For more details look into the installation doc
First steps
See this file
Getting Involved
Kosh is in its infancy, and users' questions, comments, and contributions help guide its evolution. We welcome involvement and feedbacks.
Contact Info
You can reach our team at aml@llnl.gov. Kosh main developer can be reached at: doutriaux1@llnl.gov
Contributing
Contributions should be submitted as a pull request pointing to the develop branch, and must pass Kosh's CI process; to run the same checks locally, use:
pytest tests/test_kosh*py
Contributions must be made under the same license as Kosh (see the bottom of this file).
Release and License
Kosh is distributed under the terms of the MIT license; new contributions must be made under this license.
SPDX-License-Identifier: MIT
LLNL-CODE-814755
Project details
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