Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
☆908Jun 2, 2025Updated last year
Alternatives and similar repositories for pymanopt
Users that are interested in pymanopt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Manopt, a Matlab toolbox for optimization on manifolds☆393Mar 3, 2026Updated 5 months ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆1,089May 9, 2026Updated 3 months ago
- Computations and statistics on manifolds with geometric structures.☆1,509Jul 24, 2026Updated 2 weeks ago
- A manifold optimization library for deep learning☆255Aug 10, 2021Updated 5 years ago
- Constrained optimization toolkit for PyTorch☆712Jun 7, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 🏔️Optimization on Riemannian Manifolds in Julia☆414Updated this week
- Riemannian Interior Point Methods (RIPM) for Constrained Optimization on Manifolds☆17Feb 3, 2024Updated 2 years ago
- Implementation of Deep SPDNet in pytorch☆74Sep 23, 2023Updated 2 years ago
- Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python☆773Jul 31, 2026Updated last week
- Efficiently computes derivatives of NumPy code.☆7,519Aug 3, 2026Updated last week
- Riemannian optimization for quantum technologies☆67Mar 25, 2023Updated 3 years ago
- Riemannian Optimization Using JAX☆55Oct 30, 2023Updated 2 years ago
- Optimization with orthogonal constraints and on general manifolds☆131Jul 13, 2020Updated 6 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Jun 11, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- POT : Python Optimal Transport☆2,834Jul 29, 2026Updated last week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,056Jun 4, 2026Updated 2 months ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆11Apr 18, 2023Updated 3 years ago
- Differentiable convex optimization layers☆2,123May 19, 2026Updated 2 months ago
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆65Mar 18, 2026Updated 4 months ago
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆989Mar 19, 2026Updated 4 months ago
- Manifolds.jl provides a library of manifolds aiming for an easy-to-use and fast implementation.☆430Jul 30, 2026Updated last week
- Riemannian Convex Potential Maps☆68Mar 31, 2023Updated 3 years ago
- Probabilistic Numerics in Python.☆461Jul 3, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆2,083Jun 21, 2026Updated last month
- The code for the paper <Simple algorithms for optimization on Riemannian manifolds with extra constraints>☆23Mar 18, 2019Updated 7 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,107Jul 29, 2026Updated last week
- Documentation:☆131May 22, 2023Updated 3 years ago
- Geometric kernels on manifolds, meshes and graphs☆591Mar 10, 2026Updated 5 months ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆893May 12, 2024Updated 2 years ago
- Gaussian processes in TensorFlow☆1,914Updated this week
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆69Jun 5, 2021Updated 5 years ago
- Rigid transforms + Lie groups for JAX☆337Apr 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Algorithms for computations on random manifolds made easier☆101Dec 4, 2023Updated 2 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆67Jan 5, 2023Updated 3 years ago
- A fast and differentiable QP solver for PyTorch.☆800Sep 3, 2024Updated last year
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,902Jul 10, 2026Updated last month
- TensorLy: Tensor Learning in Python.☆1,689Nov 16, 2025Updated 8 months ago
- Riemannian optimization on the symplectic Stiefel manifold☆15Nov 18, 2022Updated 3 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,576May 2, 2024Updated 2 years ago