Direpack

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Documentation restructured for go-live of readthedocs.io page.

- reduced the use of `np.matrix` in the `sprm` branch as recommended by `numpy`
- fixed a bug to call the `GenSpatialSignPreProcessor`

Added code for the martingale difference divergence matrix

with updated version id

documentation update

Has known vulnerabilities

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