DebiAI Server python module definition - Githubissues

debiai / DebiAI

Bias detection and contextual evaluation tool for your AI projects

https://debiai.irt-systemx.fr

Apache License 2.0

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DebiAI Server python module definition #190

Closed Tomansion closed 1 month ago

Tomansion commented 5 months ago

Is your feature request related to a problem? Please describe.

Docker is required for a new user to install DebiAI
Inserting data with the python module is complicated
Creating a data-provider is complicated

Describe the solution you'd like A new python module that allows you to :

Define how to get projects
Define how to get data with use of classes (project classes ?) or functions
Configure and start DebiAI without any more dependencies other than the python module
Make your project and data available in your local DebiAI Similar to Tensorboard

Pros :

Simple (pip dependency and python classes)
Fast (no data duplication)
Always up to date (No need to re-upload data)

Cons :

Local instance only (can't send a link to an analysis if not started on a server)
- But we can still export analysis
- We could also add an export layout feature (inside the analysis ?)

Describe alternatives you've considered Replacing the current python module

Tomansion commented 1 month ago

Merged in 0.18.0