PTNobel / AutoDiff
An automatic differentiation library for Python+NumPy.
☆36Updated last month
Alternatives and similar repositories for AutoDiff:
Users that are interested in AutoDiff are comparing it to the libraries listed below
- Methods for numerical differentiation of noisy data in python☆115Updated last month
- Python trust-region subproblem solvers for nonlinear optimization☆28Updated 8 months ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆55Updated 4 months ago
- A derivative-free solver for general nonlinear optimization.☆48Updated last month
- A matlab implementation of forward automatic differentiation with operator overloading and sparse jacobians☆43Updated last month
- Matlab Algorithmic Differentiation Toolbox☆26Updated 5 years ago
- Python wrapper for the sparse QR decomposition in SuiteSparseQR.☆35Updated 2 months ago
- Turning SymPy expressions into JAX functions☆44Updated 4 years ago
- Python-based Derivative-Free Optimization with Bound Constraints☆79Updated 7 months ago
- A shape optimisation toolbox built on the Firedrake finite element library.☆28Updated this week
- A trust-region interior-point method for general nonlinear programing problems (GSoC 2017).☆36Updated 6 years ago
- ☆42Updated 5 years ago
- Data-driven dynamical systems toolbox.☆74Updated last week
- A CVXPY extension for saddle problems☆26Updated 3 months ago
- Interpret numpy arrays as quaternionic arrays with numba acceleration☆90Updated 2 months ago
- GPU/TPU accelerated nonlinear least-squares curve fitting using JAX☆56Updated last year
- A MATLAB matrix collection with an interface to organize matrices☆26Updated last year
- Smooth data fitting in N dimensions.☆55Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- Simplicial Homology Global Optimization☆49Updated 3 weeks ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆72Updated 4 years ago
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆16Updated last year
- Repo to host book about Lagrangian Descriptors technique☆15Updated last year
- Differentiable trajectory optimization in Julia.☆62Updated 3 weeks ago
- This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." I…☆18Updated last year
- Python Algorithms for Randomized Linear Algebra☆53Updated last year
- Python wrapper around cvodes (from the sundials library)☆34Updated 2 weeks ago
- APPM 5630 at CU Boulder☆48Updated 2 weeks ago
- computational adjoint-based shape optimization and optimal control software for python☆57Updated this week
- Sparse Parallel Robust Algorithms Library☆118Updated last week