The Pleasure of Finding Things Out
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The Pleasure of Finding Things Out

Clustering in Python with k-means

A walkthrough of the k-means clustering algorithm

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Evaluating Classifier Performance in scikit-learn

Assessing the quality of machine learning classifiers with scikit-learn

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Machine Learning Classification with Naive Bayes

Implementing a Navie Bayes Classifier with and without scikit-learn

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  • Links

    • The Python Standard Library
    • scikit-learn
    • Scipy.org
    • Journal of Machine Learning Research
    • Journal of Statistical Software
    • The Journal of Open Source Software
    • Numerical Algorithms Group
    • Free Software Foundation
    • Casualty Actuarial Society
    • Continuum Analytics
    • American Statistical Association
    • SIAM
    • American Mathematical Society
    • IEEE
    • FermiLab
    • Beyond Your Plateau

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