Constrained optimization toolkit for PyTorch
A manifold optimization library for deep learning
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
A MATLAB toolbox for classifier: Version 1.0.7
A nonlinear least square(NLLS) solver. Fomulate the NLLS as graph optimization.
Latent Space Geometry for Neural Networks in Python
Self-Paced Multi-Label Learning with Diversity
The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds
minimum bipartite matching via Riemann optimization
Coding parts of the exercises in N. Boumal's lecture "optimization on manifolds"
This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017
Implementing the algorithms of Kim et al. 2014 for regressing multiple symmetric positive definite matrices against real valued covariates.
Fudan University manifold optimization assignment
We present a framework called TLF that builds a classifier for the target domain having only few labeled training records by transferring knowledge from the source domain having many labeled records. While existing methods often focus on one issue and leave the other one for the further work, TLF is capable of handling both issues simultaneously…
The implementation of cut distance between two node-labelled graphs in all languages (related to my PRB article titled "Graph theory based approach to identify phase transitions in condensed matter")
Benchmarking library for SE(3) Manifold Optimization: Geometric Dual Quaternions (GeoDQ), ESKF, and UKF-M implementations for Robotics & Navigation
Riemmanian Manifold representation library with automatic first order differentiation
JuniorQuant breaks the dependency on heavy-compute data centers. Industry-standard NVIDIA Ising models demand a 700W+ power envelope per node, JuniorQuant stabilizes the same manifolds within a 45W peak limit. An Adaptive Tensor Modulation Loop (ATML); replacing floating-point matrix multiplications with multiplier-free b1.58, a 20x eff. yield
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