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1. Neural-Collapse-in-Intermediate-Hidden-Layers-of-Classification-Neural-Networks Neural-Collapse-in-Intermediate-Hidden-Layers-of-Classification-Neural-Networks Public

   Official code for our paper "Intermediate Hidden Layers of Classification Neural Networks" in ICML 2023's Workshop in High-Dimensional Learning Dynamics.

   Python

2. RETRO-wikitext-103 RETRO-wikitext-103 Public

   Modification of Lucidrains' RETRO (retrieval-enhanced transformer) implementation to work with BERT/BM25-indexed retrieval on the Wikitext-103 dataset.

   Python 2

3. Neural-network-from-scratch Neural-network-from-scratch Public

   2-layer MLP for classifying MNIST images implemented from scratch in python.

   Python

4. Transformer-encoder-from-scratch Transformer-encoder-from-scratch Public

   Encoder-only transformer for POS tagging implemented from scratch in MATLAB.

   MATLAB