Hi all! In the past, when I was trying to run some existing machine learning algorithms/models, it usually takes me a lot of time (finding dependencies, etc.). Hence we made a system that can be used to find existing models, download them and run them easily.
Here's a YouTube Demo:
AID is still under heavy development and APIs may change!
Table of Contents
AID is a DevOps System that is dedicated to machine learning. It consists of the following components:
- Machine Learning Package Manager that could search, download, and deploy machine learning models.
- A dashboard to monitor the status of installed services, trigger build, test/evaluate services.
- A registry that provides plugins for notifications, security checks, etc.
For more examples, please refer to the Documentation.
See the open issues for a list of proposed features (and known issues).
We share our officially tested models with our github organization aidmodels. We are also working on an open registry that could provide you with more features…
I am looking forward to your feedback!
Note: The system is still under heavy development and should not be used in serious environment :( .