MAI-BIAS toolkit

Your companion for AI fairness in the wild.

Install

Choose your needs: fast work on local data, or easily share results via your organization's server.

Requires Python 3.11 in your systems. Most modules also work in later versions too. Use the following boostrapping command to download and run the autostart script mai_bias.sh in an empty directory:

curl -fsSL https://raw.githubusercontent.com/mammoth-eu/mammoth-commons/dev/mai_bias.sh -o mai_bias.sh && chmod +x mai_bias.sh && ./mai_bias.sh

The toolkit's modules install more dependencies on-demand. For some deep learning modules, this may take a while the first time. Troubleshoot common errors or report issues in the local runner's repository.

Open a terminal in an empty directory and use the following curl command to download and run the bootstrap script install.sh. If you are on Windows, manually install docker first and set up the toolkit server in WSL.

curl -fsSL https://raw.githubusercontent.com/mammoth-eu/mammoth-toolkit-releases/dev/install.sh -o install.sh && bash install.sh

Default credentials and how to stop, restart, or update the server are shown when the server launches. Installation sets up a kubernetes environment may take a while. Docker images are downloaded in the server. Troubleshoot common errors or report issues in the server's repository.