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    9 repositories

    • raw2logit

      Public
      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
      distributiondeep-neural-networkscameraopticsdriftshiftrobustnessmachine-learningdeep-learningpytorch
      Python
      •
      MIT License
      •5•32•3•0•Updated May 7, 2023May 7, 2023

    • website

      Public
      This repo hosts the markdown content for the aiaudit.org website based on Jekyll
      JavaScript
      •
      MIT License
      •8•0•51•0•Updated Dec 21, 2021Dec 21, 2021

    • non-iid-ssdl

      Public
      A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
      Python
      •1•1•0•0•Updated Sep 11, 2021Sep 11, 2021

    • inn

      Public
      Detecting Failure Modes in Image Reconstructions with Interval Neural Network Uncertainty
      Python
      •1•1•0•0•Updated Sep 11, 2021Sep 11, 2021

    • health-aiaudit-public

      Public
      A public repository containing our evaluation platform source code.
      Python
      •
      Other
      •1•5•0•0•Updated Jun 14, 2021Jun 14, 2021

    • custom-mlflow-overview

      Public
      Overview of resources for customized deployment of aiaudit.org mlflow servers
      0•0•0•0•Updated Mar 28, 2021Mar 28, 2021

    • mlflow-aws-pm

      Public
      Custom mlflow build for perturbed minds project
      Jupyter Notebook
      •
      MIT No Attribution
      •0•0•0•0•Updated Mar 28, 2021Mar 28, 2021

    • mlflow-pm

      Public
      perturbed minds customization of mlflow
      Python
      •
      Apache License 2.0
      •4.3k•0•0•0•Updated Mar 28, 2021Mar 28, 2021

    • amazon-sagemaker-mlflow-fargate

      Public
      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
      Jupyter Notebook
      •
      MIT No Attribution
      •76•1•0•0•Updated Mar 27, 2021Mar 27, 2021