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1. TransformerTorch TransformerTorch Public

   Implementation of Transformer architecture in PyTorch and Training a Transformer-based Neural Machine Translation system

   Jupyter Notebook

2. AttentionNMT AttentionNMT Public

   Neural Machine Translation System for English–Spanish Using a RNN-Based Encoder–Decoder with Attention in PyTorch

   Jupyter Notebook

3. SentiNet SentiNet Public

   Sentiment Classification on IMDb Reviews Using Transformer Fine‑Tuning (DeBERTaV3), Bidirectional RNNs with GloVe Pretrained Embeddings, BiGRU with WordPiece, and Classic ML

   Jupyter Notebook

4. BachNet BachNet Public

   Bach‑Style Music Generation Using an LSTM‑Based Model in TensorFlow, with HuggingFace Demo and Dockerized Deployment

   Python

5. CharRNN CharRNN Public

   Character‑Level Language Modeling for Text Generation in the Style of William Shakespeare Using a Multi‑Layer GRU Model with PyTorch

   Python