hiroyuki-kasai

hiroyuki-kasai's Stars

• scikit-learn-contrib/metric-learn

  Metric learning algorithms in Python

  Language:Python1.4k46163234

• uhub/awesome-matlab

  A curated list of awesome Matlab frameworks, libraries and software.

  1.4k1197431

• ZJULearning/MatlabFunc

  Matlab codes for feature learning

  Language:Matlab555626262

• NicolasBoumal/manopt

  Manopt, a Matlab toolbox for optimization on manifolds

  Language:MATLAB312251096

• hiroyuki-kasai/NMFLibrary

  NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

  Language:MATLAB31117397

• hiroyuki-kasai/SGDLibrary

  MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

  Language:MATLAB21819985

• yuxianghao/Alternating-minimization-algorithms-for-hybrid-precoding-in-millimeter-wave-MIMO-systems

  Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief, IEEE J. Sel. Topics Signal Process., to appear, 2016.

  Language:Matlab2019171

• tiepvupsu/DICTOL

  DICTOL - A Dictionary Learning Toolbox in Matlab and Python

  Language:MATLAB18712689

• erichson/ristretto

  Randomized Dimension Reduction Library

  Language:Jupyter Notebook11692326

• alexandrebarachant/covariancetoolbox

  Covariance toolbox for matlab, including riemannian geometry

  Language:Matlab11415351

• hiroyuki-kasai/ClassifierToolbox

  A MATLAB toolbox for classifier: Version 1.0.7

  Language:MATLAB856246

• hiroyuki-kasai/GDLibrary

  Matlab library for gradient descent algorithms: Version 1.0.1

  Language:MATLAB653027

• kimjingu/nonnegfac-matlab

  Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations

  Language:Matlab577117

• hiroyuki-kasai/OLSTEC

  OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

  Language:MATLAB344013

• audiofilter/nmflib

  Code from http://www.ee.columbia.edu/~grindlay/code.html

  Language:Matlab25309

• CUFCTL/face-recognition

  A GPU-accelerated real-time face recognition system based on classical machine learning algorithms

  Language:MATLAB23153511

• yuekai/pnopt

  Proximal Newton OPTimizer

  Language:Matlab21208

• kbatseli/TTr1SVD

  Tensor Train Rank-1 decomposition

  Language:Matlab19207

• gowerrobert/StochOpt.jl

  A suite of stochastic optimization methods for solving the empirical risk minimization problem.

  Language:Julia16319

• christwsy-zz/Face-recognition

  Face recognition algorithm using PCA and SVM, KNN. Implemented with Matlab, using ORL face database.

  Language:MATLAB15116

• rserizel/minibatchNMF

  Mini-batch multiplicative updates for beta-NMF

  Language:Python15103

• git-xp/Non-Convex-Newton

  Language:MATLAB14306

• alphaprime/Stabilized_Stochastic_BB

  MATLAB MEX implementation of SVRG-SBB algorithms

  Language:MATLAB12306

• huisaddison/newton-sketch

  Spark and NumPy implementations of Newton Sketch.

  Language:Python10202

• git-xp/Subsampled-Newton

  Language:Jupyter Notebook4201

• grwip/HOLRR

  Code for NIPS 2016 paper "Low-rank regression with tensor responses" - G. Rabusseau and H. Kadri

  Language:Python4201

• HenryChen-CH/Deep-neural-network-Second-Order-Optimization

  I try to use Hessian-free optimization to train the deep neural network. The training is based on the MNIST data set.

  Language:Matlab4201

• hergezer/TSC

  Time Series Classification using Feature Covariance Matrices

  Language:MATLAB42

• hiroyuki-kasai/SVRMU

  MATLAB code for stochastic variance reduced multiplicative updates (SVRMU) for NMF 1.0.0

  230

• git-xp/Accelerated_PCA

  Accelerated Stochastic Power Iteration with Momemtum

  Language:Jupyter Notebook1200