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Inducing Invariant Risk via Mutual Information in Semi-supervised Domain Adaption

This repository contains the source code for the MPhil dissertation. The code is organised into the models, util, experiments and results folders.

The model folder contains all the implementation of models classes being utilised in the project.

The util folder contains utility functions that are used in the other parts of the repository.

The experiments folder contains code that runs the experiments seen in the project.

The results folder contains the results from previous experiments runs.

List of dependencies:

tqdm json numpy torch torchmetrics torchvision pytorch-lightning

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