Pinned Repositories
A-_Guide_-to_Data_Sciecne_from_mathematics
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
Awesome-3D-AnomalyDetection
Awesome papers on 3D anomaly detection.
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
BPSGE-Algorithm
demo for " A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems“
Bregman-Matrix-Tensor
Matrix/Tensor factorization with Bregman proximal (stochastic) gradient
DS-MVR-Algorithm
Demo for ``Accelerated Doubly Stochastic Gradient Descent for Tensor CP Decomposition''
NiPALM-Algorithm
Demo for ``A Generalized Inertial Proximal Alternating Linearized Minimization Method for Nonconvex Nonsmooth Problems''
optimaltransport.github.io
Web site of the Computational Optimal Transport book
PRMLT
Matlab code of machine learning algorithms in book PRML
nothing2wang's Repositories
nothing2wang/DS-MVR-Algorithm
Demo for ``Accelerated Doubly Stochastic Gradient Descent for Tensor CP Decomposition''
nothing2wang/BPSGE-Algorithm
demo for " A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems“
nothing2wang/NiPALM-Algorithm
Demo for ``A Generalized Inertial Proximal Alternating Linearized Minimization Method for Nonconvex Nonsmooth Problems''
nothing2wang/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
nothing2wang/Bregman-Matrix-Tensor
Matrix/Tensor factorization with Bregman proximal (stochastic) gradient
nothing2wang/A-_Guide_-to_Data_Sciecne_from_mathematics
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
nothing2wang/Awesome-3D-AnomalyDetection
Awesome papers on 3D anomaly detection.
nothing2wang/awesome-anomaly-detection
A curated list of awesome anomaly detection resources
nothing2wang/BAdam
nothing2wang/book
Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"
nothing2wang/BPSG-algorithm
demo for "A Bregman stochastic method for nonconvex nonsmooth problem beyond global Lipschitz gradient continuity"
nothing2wang/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
nothing2wang/Denoising-Comparison
nothing2wang/nothing2wang.github.io
https://nothing2wang.github.io
nothing2wang/optimizationbook
nothing2wang/awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
nothing2wang/decisionmaking-code-py
Python versions of all typeset code blocks from the book, Algorithms for Decision Making.
nothing2wang/fedstellar
Fedstellar: A Platform for Decentralized Federated Learning
nothing2wang/HFL_Survey
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
nothing2wang/HySUPP
An Open-Source Hyperspectral Unmixing Python Package
nothing2wang/manopt
Manopt, a Matlab toolbox for optimization on manifolds
nothing2wang/mars
Сode for our paper MARS: Masked Automatic Ranks Selection in Tensor Decompositions
nothing2wang/NMD-AB
Alternating Bregman Algorithms for ReLU-based Regularized Matrix Factorization
nothing2wang/NMD-TM
demo for "A Momentum Accelerated Algorithm for ReLU-based Nonlinear Matrix Decomposition"
nothing2wang/NTD-AM
demo for ``ReLU-based Factorization for Sparse Nonnegative Tensors by Alternating Minimization''
nothing2wang/pymanopt
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
nothing2wang/Reproducible-Bayesian-Tensor-Matrix-Machine-Learning-SOTA
Reproducible-Bayesian-Tensor-Machine-Learning-SOTA
nothing2wang/snspp
Stochastic Proximal Point algorithm for regularized statistical learning
nothing2wang/thqml-1.0
Thinking-Quantum-Machine-Learning code repository
nothing2wang/ttrecipes
Metamodeling, sensitivity analysis and visualization using the tensor train format