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  1. Spotify-Songs-Classifier Spotify-Songs-Classifier Public

    Applying many ML models to classify songs given its audio features

    Jupyter Notebook

  2. Life-Expectancy-Linear-Model-Project Life-Expectancy-Linear-Model-Project Public

    Including the complete process of Linear Regression

  3. Bayesian-Inference-in-Breast-Cancer-Prediction Bayesian-Inference-in-Breast-Cancer-Prediction Public

    Applying bayesian logistic regression to breast cancer prediction, including the complete process of Bayesian Inference.

  4. Analysis-of-public-sentiment-and-communication Analysis-of-public-sentiment-and-communication Public

    Based on the Weibo data from the early stage of the COVID-19 outbreak in 2020, we used BERT model to classify emotions, and did some visualizations and media communication analysis.

    Jupyter Notebook

  5. Selective-Knowledge-Negation-Unlearning Selective-Knowledge-Negation-Unlearning Public

    This project aims to explore the underlying mechanisms of SKU’s modules, analyze the potential drawbacks of this method, and unveil the origin of the advantage of SKU over other methods.