cmind 0.5.1

cmind

Collective Mind (CM or cMind)

The goal of the Collective Mind framework (CM) is to provide the foundation to make AI modular, reproducible and easy to use.

CM attempts brings together interdisciplinary teams to exchange their knowledge, experience and best practices about designing, optimizing and deploying AI and ML Systems as a database of reusable artifacts with JSON/YAML meta descriptions, unified automation recipes and portable workflows.

All automation recipes have a common Python API with unified dictionaries as I/O to help abstract and interconnect numerous and previously incompatible software, hardware and data.

Inspired by LEGO(tm), CM framework facilitates collaboration across organizations and companies to decompose, asbtract and solve complex problems such as reproducible benchmarking, optimization and deployment of ML Systems by interconnecting, testing and improving common automation recipes, artifacts and workflows.

Installation

python3 -m pip install cmind

Command line

cm {automation} {action} {artifact(s)} {flags}

License

CM is licensed under the Apache License 2.0. See LICENCE for more information.

CM may contain functions from the MLCommons CK framework also licensed under the Apache License 2.0. See LICENCE.CK for more information.