Analysis of data using Fourier Analysis and Statistics
The module implements numerical and analytical solutions for Fourier Analysis of a time series. Also, the module implements de-noising and de-trending of data.
The function fourierTrigSeries(vec, n) produces a trigonometric Fourier Series along with decomposed frequencies and amplitudes. The function emaData(vec, a=0.5) computes the list of EMA values for each datum.
Python 3.6.1 |Anaconda 4.4.0 (64-bit), numpy 1.12.1, sympy 1.0, matplotlib 2.0.2