zzduang Goto Github PK

202008-hybrid-rcg

An implementation of the Hybrid Riemannian conjugate gradient method

6dof_modellingofaircraft

This Repository presents a comprehensive approach to developing a high-fidelity 6-DOF aircraft modelling and simulation that accurately captures the complex interactions between the aircraft's translational and rotational degrees of freedom.

accaltproj_for_rpca

activesetmethods

A Julia implementation of active set methods for continuous nonlinear optimization

aerospace

All of my aerospace toolboxes include aircraft and spacecraft sims

ahrcg

An accelerated hybrid Riemannian conjugate gradient method for solving a class of optimization problems on general matrix manifolds whose objective functions are differentiable and possibly nonconvex

airship-parameter-estimation

Nonlinear parameter estimation of airship using modular neural network.

anderson-accel-ncm

Anderson acceleration for the alternating projections method for the nearest correlation matrix problem

classifiertoolbox

A MATLAB toolbox for face classifier 1.0.7

diy_ml_systems_with_python_2nd_edition

《Python机器学习及实践：从零开始通往Kaggle竞赛之路（第二版）》开源数据和代码。

dprc_code

A Discriminative Projection and Representation-Based Classification Framework for Face Recognition

feature-extraction

Computer vision feature extraction toolbox for image classification

geotorch

A library for constrained optimization and manifold optimization for deep learning

gpc-matlab-version

A classical Uncertainty Quantification method - gPC

implicitsd

The package contains codes for solving optimization problems with orthogonality constraints

ipsvrg

A light MATLAB package for acceleration of SVRG and Katyusha X by inexact preconditioning.

ladac

Library for Aircraft Dynamics And Control

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lmafit

local-vrsgd

Source code for paper "Local Convergence Properties of SAGA/Prox-SVRG and Acceleration"

lrtt

mialm_code_share

A manifold inexact augmented Lagrangian method for nonsmooth optimization on Riemannian manifold

minsqn

Optimization using Stochastic quasi-Newton methods

nmflibrary

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

non-convex-newton

nonexp_global_aa1

Globally Convergent Type-I Anderson Acceleration for Non-Smooth Fixed-Point Iterations

nonlinear-matrix-recovery

Nonlinear matrix recovery using optimization on the Grassmann manifold

nonmonotone-aa

Nonmonotone Globalization for Anderson Acceleration Via Adaptive Regularization

npgl-npgd

Two nonmonotone retraction based proximal gradient methods for nonsmooth optimization over the Stiefel manifold.

numericaloptimization_basicalgorithm

Optimization Algorithm: convex optimization; numerical optimization