Welcome to ndtorch’s documentation!
Higher order partial derivatives computation with respect to one or several tensor-like variables. Taylor series function approximation (derivative table and series function representation). Parametric fixed point computation.
Examples:
- Example-01: Derivative
- Example-02: Derivative table representation
- Example-03: Derivative table propagation
- Example-04: Jet class
- Example-05: Nonlinear mapping approximation
- Example-06: Fixed point
- Example-07: Parametric fixed point
- Example-08: Fixed point manipulation (collision)
- Example-09: Fixed point manipulation (change point type)
- Example-10: Alignment indices chaos indicators
- Example-11: Closed orbit (dispersion)
- Example-12: Closed orbit (quadrupole shift)
- Example-13: Closed orbit (sextupole shift)
- Example-14: Closed orbit (responce matrix & correction)
- Example-15: Tune (chromaticity)
- Example-16: Tune (responce matrix & correction)
- Example-17: Tune (spread)
- Example-18: Parametric twiss
- Example-19: Parametric phase advance
- Example-20: Poisson bracket
- Example-21: Taylor integrator
- Example-22: Yoshida integrator
- Example-23: Direct invariant
- Example-24: Direct invariant (parametric)
- Example-25: Composition
- Example-26: Composition (closed orbit)
- Example-27: Inverse
- Example-28: Inverse (closed orbit)
- Example-29: Momenta generator
- Example-30: Factorization (kick)
- Example-31: Factorization (fodo)
- Example-32: Factorization (factorize)
- Example-33: Nonlinear mapping approximation (gradient)
API: