Alternatives and similar repositories for AutoDiff:

Users that are interested in AutoDiff are comparing it to the libraries listed below

• Dipolar-Quantum-Gases / jaxfit
  GPU/TPU accelerated nonlinear least-squares curve fitting using JAX
  ☆56Updated last year
• lindonroberts / trust-region
  Python trust-region subproblem solvers for nonlinear optimization
  ☆27Updated 6 months ago
• bjodah / pycvodes
  Python wrapper around cvodes (from the sundials library)
  ☆34Updated last month
• ucl-bug / jaxdf
  A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
  ☆123Updated 4 months ago
• cobyqa / cobyqa
  A derivative-free solver for general nonlinear optimization.
  ☆47Updated last month
• florisvb / PyNumDiff
  Methods for numerical differentiation of noisy data in python
  ☆114Updated this week
• scikit-umfpack / scikit-umfpack
  The umfpack scikit provides wrapper of UMFPACK sparse direct solver to SciPy.
  ☆48Updated 3 months ago
• dolfin-adjoint / pyadjoint
  The algorithmic differentation tool pyadjoint and add-ons.
  ☆93Updated this week
• MIT-Lu-Lab / MPAX
  Mathematical Programming in JAX
  ☆58Updated last week
• numericalalgorithmsgroup / pybobyqa
  Python-based Derivative-Free Optimization with Bound Constraints
  ☆79Updated 5 months ago
• fireshape / fireshape
  A shape optimisation toolbox built on the Firedrake finite element library.
  ☆27Updated last week
• ketch / nodepy
  Analysis of initial value ODE solvers
  ☆80Updated 5 months ago
• PythonOptimizers / pykrylov
  A library of Krylov methods in pure Python
  ☆61Updated 2 years ago
• IvanYashchuk / jax-fenics-adjoint
  Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint
  ☆93Updated last year
• IvanYashchuk / jax-fenics
  Differentiable interface to FEniCS for JAX
  ☆52Updated 3 years ago
• mfschubert / sparsejac
  Efficient forward- and reverse-mode sparse Jacobians using Jax
  ☆55Updated 2 months ago
• IvanYashchuk / fecr
  Easy interoperability with Automatic Differentiation libraries through NumPy interface to Firedrake and FEniCS
  ☆15Updated last year
• BallisticLA / parla
  Python Algorithms for Randomized Linear Algebra
  ☆51Updated last year
• cvxgrp / torch_linops
  A library to define abstract linear operators, and associated algebra and matrix-free algorithms, that works with pyTorch Tensors.
  ☆11Updated last week
• Libensemble / libensemble
  A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.
  ☆67Updated this week
• martinResearch / MatlabAutoDiff
  A matlab implementation of forward automatic differentiation with operator overloading and sparse jacobians
  ☆42Updated 2 years ago
• florafauna / optimParallel-python
  A parallel computing interface to the L-BFGS-B optimizer
  ☆64Updated 10 months ago
• MilesCranmer / sympy2jax
  Turning SymPy expressions into JAX functions
  ☆43Updated 3 years ago
• chebpy / chebpy
  A Python implementation of Chebfun
  ☆135Updated last year
• pnnl / slim
  Drop-in replacements for PyTorch nn.Linear for stable learning and inductive priors in physics informed machine learning applications.
  ☆18Updated last year
• sklus / d3s
  Data-driven dynamical systems toolbox.
  ☆72Updated last month
• sigma-py / ndim
  Compute multidimensional volumes and monomial integrals.
  ☆21Updated last year
• sblauth / cashocs
  computational adjoint-based shape optimization and optimal control software for python
  ☆56Updated this week
• leakec / tfc
  The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.
  ☆37Updated 3 weeks ago
• bjodah / pyodesys
  ∫ Straightforward numerical integration of systems of ordinary differential equations
  ☆94Updated last week