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1. MNIST_Model_Collapse MNIST_Model_Collapse Public

   Demonstrating model collapse on image data using the MNIST and EMNIST datasets

   Jupyter Notebook

2. Paraphrasing_MNIST Paraphrasing_MNIST Public

   Training a paraphrasing model on MNIST, and testing the change in performance of a classifier trained on paraphrased data.

   Jupyter Notebook

3. Parity_Scaling Parity_Scaling Public

   Jupyter Notebook

4. SAE_CIFAE10 SAE_CIFAE10 Public

   Training a SAE on CIFAR-10 to visualise states of high activation

   Python

5. Subnetwork-Forcing Subnetwork-Forcing Public

   Testing ML approaches with problems where the correct network configuration is definitionally known.

6. web_inspector web_inspector Public

   Python