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Fourier Transform

Fourier Transform

is a technique to decompose signals into sine and cosine waves

  1. Deconstructing time series using FT
  2. Medium series, mostly on the math, parts 1 **** 2 **** 3 **** 4 **** 5

Wavelets

  1. Medium on What is a wavelet and how do we use it for DS
  2. Medium on the wavelet transform
  3. Medium multiple time series classification using continuous wavelet transformation and scalograms
  4. pywavelets - PyWavelets is open source wavelet transform software for Python. It combines a simple high level interface with low level C and Cython performance.

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