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1. CNN-Text-Classifiers CNN-Text-Classifiers Public

   CNN-Text-Classifiers is a collection of Convolutional Neural Network–based models for text classification, built using PyTorch. Includes datasets, training scripts, evaluation utilities, and experi…

   Jupyter Notebook 1

2. BiLSTM-IMDB-Sentiment-Classsfier BiLSTM-IMDB-Sentiment-Classsfier Public

   END-to-end BiLSTM sentiment classifier on the IMDB movie reviews dataset using Pytorch and HuggingFace tokenizers. Includes clean notebook -> script ->API workflow, with focus on sequence modeling …

   Jupyter Notebook

3. End-to-End-BPE-Tokenizer-Project End-to-End-BPE-Tokenizer-Project Public

   This repository contains a Byte Pair Encoding (BPE) Tokenizer built from scratch and deployed as a production-ready service. It demonstrates the full lifecycle of an NLP component – from algorithm …

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4. pytorch-word-embeddings pytorch-word-embeddings Public

   Pytorch word embeddings: from- scratch to production

   Jupyter Notebook 1

5. End-to-End-Language-Translation End-to-End-Language-Translation Public

6. LangGraph LangGraph Public

   Jupyter Notebook