Riemannian Adaptive Optimization Methods with pytorch optim
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Jan 27, 2026 - Python
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riemannian-manifold
Here are 43 public repositories matching this topic...
A C++ library of Markov Chain Monte Carlo (MCMC) methods
cpp automatic-differentiation eigen cpp11 armadillo differential-evolution mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo de metropolis-hastings eigen3 mala langevin-diffusion riemannian-manifold
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Feb 8, 2024 - C++
Regression Graph Neural Network (regGNN) for cognitive score prediction.
regression brain-connectivity symmetric-positive-definite network-neuroscience riemannian-manifold graph-neural-networks gnn sample-selection cognitive-score matrix-parallel-transport geodesic-transport
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Apr 19, 2023 - Python
Implementation of Deep SPDNet in pytorch
deep-learning pytorch dimensionality-reduction symmetric-positive-definite riemannian-geometry riemannian-manifold riemannian-optimization
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Sep 23, 2023 - Python
Riemannian stochastic optimization algorithms: Version 1.0.3
machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization
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Jan 5, 2023 - MATLAB
Measure the distance between two spectra/signals using optimal transport and related metrics
spectrum metrics histogram linear-systems dynamic-time-warping spectral-analysis optimal-transport barycentric-coordinates earth-movers-distance spectral-embedding riemannian-manifold wasserstein-distance dynamic-frequency-warping barycenter
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Jan 15, 2026 - Julia
[PNAS 2025] Code of "Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design".
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Jan 18, 2026 - Python
Official implementation of the NeurIPS 25 paper of Riemannian Consistency Model (RCM) for few-step generation on Riemannian manifolds.
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Nov 2, 2025 - Jupyter Notebook
Riemannian metrics to measure distances in latent space of VAEs
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Jan 7, 2019 - Python
Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation
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Apr 18, 2023 - Python
Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)
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Feb 12, 2023 - Python
SAC-N-GMM: Robot Skill Refining and Sequencing for Long-Horizon Manipulation Tasks
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Jan 28, 2025 - Python
C++ library for meshes and finite elements on manifolds
library cplusplus mesh meshing mesh-generation partial-differential-equations finite-elements riemann manifold surface surface-modeling tesselation finite-element-method riemannian-manifold
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Jul 14, 2022 - C++
Subsampled Riemannian trust-region (RTR) algorithms
big-data optimization optimization-algorithms gradient-descent-algorithm stochastic-optimizers stochastic-gradient-descent sampling-methods subsample large-scale-optimizations riemannian-geometry riemannian-manifold trust-region sub-sampling second-order-optimization riemannian-optimization
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Jan 5, 2023 - MATLAB
Official repository for Cholesky Space for Brain-Computer Interfaces.
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Nov 21, 2025 - Python
Matlab implementation of paper "Principal Geodesic Analysis in the Space of Discrete Shells", SGP-2018
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May 3, 2021 - MATLAB
The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds
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Dec 10, 2021 - MATLAB
Python library for differential geometry, providing numerical tools for intrinsic geometric computations and PDE solving on manifolds.
math physics differential-geometry partial-differential-equations manifold riemannian-geometry riemannian-manifold laplace-beltrami discrete-differential-geometry
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Feb 1, 2026 - Python
[NeurIPS 2025] The official implementation of "Geometric Imbalance in Semi-Supervised Node Classification".
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Oct 30, 2025 - Python
A package providing tractable examples of parallel transport for several matrix manifolds
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Jan 30, 2025 - Python
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