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A package collecting functionality for various numerical computations (numerical differentiation, interpolation, optimization, sorting, parallelization).

Project description

computils

A package collecting utilities and other convenient functionality for various numerical computations:

  • Numerical differentiation: based on finite differences.
  • Interpolation: provide a common interface for several useful interpolators from the excellent 'splines' and 'scipy.interpolate' packages.
  • Numerical optimization: transformation functions to impose constraints using unconstrained optimization algorithms.
  • Fast or robust python implementations of certain matrix operations.
  • Sorting, timing, and other utilities.

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