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💫 Basic Codes to Learn NLP, NLG and NLU

Guide

Amir Jafari - NLP License

  • NLTK, SpaCy and Python I/o

  • BOW, LSA, LDA and Classical Model

  • Neural network based models (MLP, RNN, LSTM, Seq2Seq)

  • Attention Based models

  • Transformers open source models

  • Hugging Face

  • Generative AI and RAG

This is a repo that has most updated fundamental of NLP needed to implement to build a practical solutions.

💻 Tech Stack:

Python Anaconda PyTorch Plotly Pandas NumPy Scipy scikit-learn TensorFlow Keras Matplotlib

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This is repository includes text mining and natural language processing files and codes.

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