Learnware-LAMDA/Learnware
Based on the learnware paradigm, the learnware package supports the entire process including the submission, usability testing, organization, identification, deployment, and reuse of learnwares. Simultaneously, this repository serves as Beimingwu's engine, supporting its core functionalities.
Implements a modular architecture with separate `Specification`, `Model`, `Reuse`, and `Market` components that generate statistical/semantic metadata for learnwares and support both single and ensemble deployment strategies. Provides automated isolation through model containers, data-free and data-dependent reuse strategies, and integrates with the Beimingwu platform via a dedicated network interface module for marketplace operations.
109 stars and 86 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
109
Forks
4
Language
Python
License
Apache-2.0
Category
Last pushed
May 27, 2025
Monthly downloads
86
Commits (30d)
0
Dependencies
23
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