├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Creating-and-Correcting-Novel-ML-Model-Errors.ipynb ├── LICENSE ├── README.md ├── entry_point ├── correct_classifier.py ├── requirements.txt ├── train_classifier.py ├── train_vae.py └── vae_model │ ├── __init__.py │ └── vae.py ├── images ├── cluster.png └── overview.png ├── naive_search.py └── plot_utils.py /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Creating-and-Correcting-Novel-ML-Model-Errors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/Creating-and-Correcting-Novel-ML-Model-Errors.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/README.md -------------------------------------------------------------------------------- /entry_point/correct_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/entry_point/correct_classifier.py -------------------------------------------------------------------------------- /entry_point/requirements.txt: -------------------------------------------------------------------------------- 1 | pytorch-msssim 2 | -------------------------------------------------------------------------------- /entry_point/train_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/entry_point/train_classifier.py -------------------------------------------------------------------------------- /entry_point/train_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/entry_point/train_vae.py -------------------------------------------------------------------------------- /entry_point/vae_model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /entry_point/vae_model/vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/entry_point/vae_model/vae.py -------------------------------------------------------------------------------- /images/cluster.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/images/cluster.png -------------------------------------------------------------------------------- /images/overview.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/images/overview.png -------------------------------------------------------------------------------- /naive_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/naive_search.py -------------------------------------------------------------------------------- /plot_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/creating-and-correcting-novel-ml-model-errors/HEAD/plot_utils.py --------------------------------------------------------------------------------