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  1. Sentiment-analysis-LSTM Sentiment-analysis-LSTM Public

    This is a mini project, in which I designed the model for sentiment analysis, and the dataset I used is: Movie-Review. The data contain raw text and its sentiments.

    Jupyter Notebook 2

  2. Multi-class-Sentiment-Classification Multi-class-Sentiment-Classification Public

    Jupyter Notebook 2

  3. Named-Entity-Recognition-GMB-Dataset Named-Entity-Recognition-GMB-Dataset Public

    The project is about Named-entity recognition which locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, med…

    Jupyter Notebook 2

  4. RobertA-Movie-Reviews-Text-Classification RobertA-Movie-Reviews-Text-Classification Public

    This is a mini project, in which i designed the ROBERTA model with PyTorch for sentiment analysis, and the dataset I used is IMDb-Movie-Review. The data contain raw text and its sentiment.

    Jupyter Notebook 3

  5. Text-summarization Text-summarization Public

    Jupyter Notebook 2

  6. Wisconsin-Breast-Cancer-classification Wisconsin-Breast-Cancer-classification Public

    it's a mini-project of binary classification the project involves data exploratory analysis, different ML, and ensemble models.

    Jupyter Notebook 2