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King Yuen Chiu, Anthony

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Target Permutation Importances (Null Importances)

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A Python Package that computes Target Permutation Importances (Null Importances) of a machine learning model.

    Articles
    January 22, 2023

    Attention Mechanism - What are Query, Key, and Value?

    Explain Query, Key, Value and Output in Attention Mechanism with an analogy of Information Retrieval System. Discuss different Attention Mechanisms, including Dot-Product, Scaled Dot-Product Attention, and Self Attention. Talk about the Query, Key, Value, and Output choices in the standard Transformer.

    May 1, 2022

    Probability Theory, Maximum Likelihood Estimate & Maximum a Posteriori Estimation

    Discuss the Joint Probability, Marginal Probability, Conditional Probability and Maximum Likelihood Estimate with Math and Python.

    April 22, 2022

    Kaggle Competition Write-up - Stanford OpenVaccine mRNA Vaccine Degradation Prediction

    Gold model solution sharing on a Kaggle Competition about applying Neural Networks to mRNA sequences to predict base degradation.

King Yuen Chiu, Anthony
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