Compatibility condition for the Lasso (source code)

= Compatibility condition for the Lasso
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A compatibility condition lower-bounds prediction norm by a scaled $\ell^1$ norm on a <Lasso cone condition>. One convention requires $|S|\lVert X\delta\rVert_2^2/n\geq\phi^2\lVert\delta_S\rVert_1^2$ throughout the cone.