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1. nc-optimizers nc-optimizers Public

   An empirical and geometric analysis of Neural Collapse under different optimizers on CIFAR-10

   Python

2. colored-mnist-irm colored-mnist-irm Public

   An empirical reproduction of Invariant Risk Minimization (IRM) on Colored MNIST, featuring representation analysis.

   Python

3. Sage Sage Public

   An Offline-First Academic Assistant Using Retrieval Augmented Generation with Tool-Integrated Workflows

   Python

4. seq-modeling-from-scratch seq-modeling-from-scratch Public

   From Scratch RNN, LSTM, GRU, and Seq2Seq architectures for language modeling and educational purposes.

   Jupyter Notebook