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  1. DataAnalysis-and-KnowledgeDiscovery DataAnalysis-and-KnowledgeDiscovery Public

    This project aims to practice the steps of Crisp Data Mining ( CRISP-DM ). The repository includes 3 phases, data understanding, supervised learning, and unsupervised learning.

    Jupyter Notebook

  2. TextClassification TextClassification Public

    Comparing Deep learning model with Pytorch – transformation, logistic regression with CV hyper-parameter optimization, and Graph based methods on Emotions DataSet

    Jupyter Notebook

  3. PatternRecognition PatternRecognition Public

    Image Recognition including 3 phases; feature extraction, data exploration and model selection, and performance estimation

    Jupyter Notebook

  4. MultilingualTextClassifier MultilingualTextClassifier Public

    The project involves creating a transformer-based classifier for a multilingual text classification task.

    Jupyter Notebook