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Javascript implementation of linear regression you can add more values to the default examples to see how the regression works.

This is the implementation for the Native Bayes spam filtering problem with training data as mentioned in the class , implementation also takes care of Laplaces smoothing, if the Laplaces smoothing factor is 0 – then what we have is a ML solution. You can add more data to the training set and how it [...]

I have a google doc that I update as I go through the lessons, Google Spreadsheet with problems solved Class Notes Google doc