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Machine Learning algorithms implemented from scratch

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Hi @taspinar , in http://ataspinar.com/2018/04/04/machine-learning-with-signal-processing-techniques/ auto correlation is based on Numpy, what is totally fine. Also searched for ACF and PCF toolkits and I wanted to point you direction statsmodels....

Hi, Thanks for the great blog posts and notebooks. This is very well done! Regarding your comment that wavelet may not be a that useful in deal with 'online' data,...

I liked your detailed explanation regarding the wavelet and its implementation in python. I have been through several articles relating wavelet to be used as feature extraction, however, in some...

do you have Laplas Smoothing for naive_bayes? and how you treat unbalanced data ?

regarding to Bayesian for categorical data https://github.com/taspinar/siml/blob/master/siml/naive_bayes.py do you have capability to not crush calculations when there is observations in test data not seen in train data seems to be...

Hello, Could you please guide me in calculating computational time for both FFT and DWT, to differentiate the performance? Thanks!