https://github.com/m15kh/nlp

an NLP project that uses word embeddings and includes models like RNN or LSTM for sentiment analysis. It processes text data to predict review sentiment
https://github.com/m15kh/nlp

fromscratch lstm nlp wordembeddings

Last synced: 3 months ago
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an NLP project that uses word embeddings and includes models like RNN or LSTM for sentiment analysis. It processes text data to predict review sentiment

• Host: GitHub
• URL: https://github.com/m15kh/nlp
• Owner: m15kh
• Created: 2024-08-18T08:15:17.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2025-04-24T13:11:06.000Z (about 1 year ago)
• Last Synced: 2025-04-24T14:28:00.838Z (about 1 year ago)
• Topics: fromscratch, lstm, nlp, wordembeddings
• Language: Jupyter Notebook
• Homepage:
• Size: 16.6 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# NLP Project

This is an NLP project that implements various techniques and models from scratch, including:

- RNN (Recurrent Neural Networks)

- LSTM (Long Short-Term Memory)

- GRU (Gated Recurrent Unit)

- Word Embeddings

### Project Structure

Each part of the project is organized into specific directories. To explore a particular component, navigate to its corresponding directory.