FICHA · AUR

python-numdifftools

Solve automatic numerical differentiation problems in one or more variables

  • Numerical differentiation library
  • LIBRARY
  • SCIENCE
  • Dependency only
official+codex · reviewed · Jun 3, 2026 description in en

Description

Numerical derivatives can be estimated for functions of one or more variables. Researchers and engineers use numdifftools for gradients, Hessians, Jacobians, and optimization diagnostics. Results depend on step sizes, noise, and numerical conditioning.

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