Alternatives and similar repositories for AutoDiff

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

• florisvb / PyNumDiff
  Methods for numerical differentiation of noisy data in python
  ☆122Updated last week
• bodono / scs-python
  Python interface for SCS
  ☆43Updated last week
• MilesCranmer / sympy2jax
  Turning SymPy expressions into JAX functions
  ☆45Updated 4 years ago
• lindonroberts / trust-region
  Python trust-region subproblem solvers for nonlinear optimization
  ☆28Updated last year
• marcodeangelis / intervals
  A library for interval computing in Python.
  ☆11Updated last year
• pdfo / pdfo
  Powell's Derivative-Free Optimization solvers.
  ☆104Updated 3 months ago
• moble / quaternionic
  Interpret numpy arrays as quaternionic arrays with numba acceleration
  ☆91Updated last week
• cobyqa / cobyqa
  A derivative-free solver for general nonlinear optimization.
  ☆50Updated 5 months ago
• andgoldschmidt / derivative
  Optimal numerical differentiation of noisy time series data in python.
  ☆64Updated last month
• PythonOptimizers / pykrylov
  A library of Krylov methods in pure Python
  ☆63Updated 2 years ago
• Dipolar-Quantum-Gases / jaxfit
  GPU/TPU accelerated nonlinear least-squares curve fitting using JAX
  ☆58Updated 2 years ago
• jannikmi / multivar_horner
  python package implementing a multivariate Horner scheme for efficiently evaluating multivariate polynomials
  ☆29Updated 5 months ago
• DanielBok / nlopt-python
  A project to package the NLOpt library to wheels
  ☆31Updated 7 months ago
• cvxgrp / dsp
  A CVXPY extension for saddle problems
  ☆26Updated last month
• yig / PySPQR
  Python wrapper for the sparse QR decomposition in SuiteSparseQR.
  ☆36Updated 6 months ago
• antonior92 / ip-nonlinear-solver
  A trust-region interior-point method for general nonlinear programing problems (GSoC 2017).
  ☆37Updated 7 years ago
• fireshape / fireshape
  A shape optimisation toolbox built on the Firedrake finite element library.
  ☆28Updated last week
• frankecurtis / NonOpt
  NonOpt: Nonconvex, Nonsmooth Optimizer
  ☆18Updated 2 months ago
• JonathanWenger / itergp
  IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
  ☆42Updated 2 years ago
• osqp / osqp-python
  Python interface for OSQP
  ☆118Updated 2 weeks ago
• b45ch1 / algopy
  AlgoPy is a Research Prototype for Algorithmic Differentation in Python
  ☆85Updated last year
• numericalalgorithmsgroup / pybobyqa
  Python-based Derivative-Free Optimization with Bound Constraints
  ☆87Updated 11 months ago
• chebpy / chebpy
  A Python implementation of Chebfun
  ☆142Updated this week
• cvxgrp / diffcp
  Differentiation through cone programs
  ☆103Updated 2 weeks ago
• mfschubert / sparsejac
  Efficient forward- and reverse-mode sparse Jacobians using Jax
  ☆64Updated 2 months ago
• osqp / qdldl-python
  Python interface to the QDLDL (https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems
  ☆15Updated last week
• scikit-sparse / scikit-sparse
  Sparse matrix tools extending scipy.sparse, but with incompatible licenses
  ☆174Updated 4 months ago
• numericalalgorithmsgroup / dfols
  Python-based Derivative-Free Optimizer for Least-Squares
  ☆42Updated 6 months ago
• ralna / spral
  Sparse Parallel Robust Algorithms Library
  ☆124Updated 2 weeks ago
• jkaardal / pyipm
  An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.
  ☆82Updated 3 years ago