adrhill/asdex: v0.1.0

arXiv (Cornell University) 2026 Preprint Open access

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Authors: Adrian Hill, Guillaume Dalle
DOI: 10.5281/zenodo.18788242
Cited by: 0

Abstract

API now requires sample inputs instead of input_shape parameter (#105) Support pytree / multi-positional-input functions via argnums (#105) Add has_aux, holomorphic, allow_int kwargs matching JAX semantics (#105) Support PyTree outputs in Jacobian/Hessian computation (#105) Support scalar inputs (0-dimensional arrays) (#105) # Before (v0.2) J = asdex.jacobian(f, input_shape=x.shape)(x) # After (v0.3) — sample inputs like jax.jacobian J = asdex.jacobian(f, x)(x) J = asdex.jacobian(f, x, y, argnums=(0, 1))(x, y)

Fields of Study & Subjects

Parallel Computing and Optimization Techniques Logic programming and type systems Numerical Methods and Algorithms

Publication details

Journal / source
arXiv (Cornell University)
Publication date
26 February 2026
Language
EN
Document type
Preprint