aiaudit.org's repositories
raw2logit
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
health-aiaudit-public
A public repository containing our evaluation platform source code.
amazon-sagemaker-mlflow-fargate
MLflow on AWS with Fargate, RDS for logging and S3 for artifacts - customized to run on the ITU AWS infrastructure with preconfigured VPC and subnets
non-iid-ssdl
A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
custom-mlflow-overview
Overview of resources for customized deployment of aiaudit.org mlflow servers
mlflow-aws-pm
Custom mlflow build for perturbed minds project
mlflow-pm
perturbed minds customization of mlflow