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add hierarchical risk parity #4

@mjvakili

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@mjvakili

the implementation will differ from a standard HRP in that, when we divide the weights between the right and the left branches of a node, we have to use the surplus variance instead of the asset variance.

In addition, in order to apply the user defined constraints, we would need to define a secondary optimization step with a loss function like

$$ || W - W_{HRP}||^{2} \quad \mathrm{s.t. \quad user-defined-constraints.} $$

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