pymanopt / pymanopt
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
☆785Updated last month
Alternatives and similar repositories for pymanopt:
Users that are interested in pymanopt are comparing it to the libraries listed below
- Manopt, a Matlab toolbox for optimization on manifolds☆321Updated last month
- Constrained optimization toolkit for PyTorch☆664Updated 2 years ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆944Updated 4 months ago
- Computations and statistics on manifolds with geometric structures.☆1,282Updated last week
- A manifold optimization library for deep learning☆241Updated 3 years ago
- Probabilistic Numerics in Python.☆447Updated 8 months ago
- Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.☆555Updated 2 weeks ago
- Newton and Quasi-Newton optimization with PyTorch☆327Updated 10 months ago
- PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks☆428Updated 4 months ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆878Updated 8 months ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,515Updated this week
- Simulation-based inference toolkit☆616Updated this week
- Sequential Monte Carlo in python☆428Updated 3 months ago
- Gaussian processes in JAX.☆473Updated last month
- A PyTorch implementation of L-BFGS.☆592Updated last year
- State Space Models library in JAX☆726Updated last month
- Code for the paper "Learning Differential Equations that are Easy to Solve"☆273Updated 3 years ago
- Differentiable convex optimization layers☆1,855Updated last month
- A fast and differentiable QP solver for PyTorch.☆694Updated 4 months ago
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆363Updated 2 weeks ago
- Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, an…☆237Updated 2 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,426Updated 8 months ago
- Compositional Linear Algebra