Stitch Fix Algorithms Tour

Algorithms Tour How data science is woven into the fabric of Stitch Fix log p 1 - p = α +Xβ + Zb ... min i j a Σ Σ a ij q ij s.t. a ij = 1 ∀ i j Σ a ij ∈ { 0,1 } , ∀ i,j a ij < k j ∀ j i Σ ∂x∂t = f ( x t , u t , w t ) p (i → j ) = logit ( β 0 + β 1 x 1 ... ) p ( 1 ) = β ex_cell + α 1 p ( 1 | stylist ) + α 2 p ( 1 | client ) ... ... ... c i s j At Stitch Fix, we’re transforming the way people find