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DataWitch2

A Computational Statistics/Machine Learning Library with an emphasis on lesser known methods for finding lower dimensional structure in data. Written in Rust and wrapped in python

highlights

  • Clustering
    • Convex Clustering (L1 & L2 penalties)
  • Taxometrics (Taxometric Analysis)
    • Maximum Eigenvalue (MaxEig)
    • Mean Above Minus Below a Cut (MAMBAC)
    • CCFI w/ data simulation

pending soources. Convex Clustering methods are not of my own design and are based on conference papers and arxiv papers that I will add soon. Texometrix methods are of course not my own invention

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