https://github.com/hat-open/aimm
AI model manager for IIoT systems.
https://github.com/hat-open/aimm
ai iot scada
Last synced: 5 months ago
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AI model manager for IIoT systems.
- Host: GitHub
- URL: https://github.com/hat-open/aimm
- Owner: hat-open
- License: apache-2.0
- Created: 2021-05-30T23:16:35.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2025-06-27T14:10:04.000Z (11 months ago)
- Last Synced: 2025-09-04T20:11:23.811Z (9 months ago)
- Topics: ai, iot, scada
- Language: Python
- Homepage: https://aimm.readthedocs.io
- Size: 4.48 MB
- Stars: 4
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.rst
- License: LICENSE
- Citation: CITATION.cff
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README
Artificial Intelligence Model Manager
=====================================
The Artificial Intelligence Model Manager (AIMM) project aims to provide
resources for management of computational intelligence models. Using a
plugin-based approach, it provides a services capable of:
* creating and storing models
* fitting models
* upload of already fitted models
* data access
* running the models
The server also has support for changeable frontend and persistence interfaces.
This allows users to implement the ways server communicates to its clients
(multiple parallel interfaces are supported) or stores the models. There are
also default interfaces that are supported for both of these functions.
Installation
------------
AIMM is a Python (3.10 and newer) package containing implementations of the
server implementation and some of its clients. It can be installed with the
following command::
pip install aimm
Development environment
-----------------------
Development environment includes, besides the standard requirements of the base
AIMM package, various tools and libraries that are used for the build process,
documentation and testing. To set up the development environment, Python 3.10
and poetry are needed. Recommended way to set up is by running::
python -m venv venv
source venv/bin/activate
pip install poetry
poetry install
All other generic tasks like testing and documentation building are done
through the build tool, use ``doit list`` to preview the complete list of all
available tasks.