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  1. LogisticRegression LogisticRegression Public

    numpy implementation of mere and locally-weighted logistic regression for binary classification problem.

    Python

  2. NaiveBayesSpamClassifier NaiveBayesSpamClassifier Public

    Implementation of Multinomial Naive Bayes model for spam classification problem using numpy

    Python

  3. QuasarSpectrumDenoising QuasarSpectrumDenoising Public

    Predicting quasar spectra using functional regression(Nadaraya-Watson model)

    Python 4 1

  4. SVMSpamClassifier SVMSpamClassifier Public

    SVM with Gaussian kernel implementation for spam classification problem using numpy

    Python