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mlp-cnn-fashion-mnist
mlp-cnn-fashion-mnist PublicMcGill COMP 551 - Mini-Project 3: Implementing Multi-Layer Perceptrons (MLP) from scratch with backpropagation, and comparing performance against CNN and ResNet architectures using PyTorch on the F…
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nlp-classification-lstm-bert
nlp-classification-lstm-bert PublicMcGill COMP 551 - Mini-Project 4: Comparative study of LSTM (implemented from scratch) vs. BERT fine-tuning for scientific abstract classification. Includes custom LSTM cells, GloVe embeddings, and…
Jupyter Notebook
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