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sgplvm-inverse

Experiments using the structured Bayesian Gaussian process latent variable model for inverse problems

simulation_source_connectivity

sindy_aic

combination of sparse identification of nonlinear dynamics with Akaike information criteria

sllgplvm

Matlab Code for Supervised Latent Linear Gaussian Process Latent Variable Model for Dimensionality Reduction (SLLGPLVM)

soft-robot-koopman

Supplemental code for "Data-driven Control of Soft Robots Using Koopman Operator Theory," by Daniel Bruder, Xun Fu, R. Brent Gillespie, C. David Remy, and Ram Vasudevan.

sparse_kernel_dmd

Learn sparse representations of the Koopman operator in POD basis in kernel feature space

sparsereg

a collection of modern sparse (regularized) linear regression algorithms.

spectracular

Analysis of how changes in power spectral density as a consequence of increased cognitive control relates to changes in effective connectivity

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

stareg-matlab

statespace.jl

State space modeling for Julia

statisticalsignalprocessing

Matlab code implementing different methods used in statistical signal processing; mainly Extended Kalman Filters, LMS/RLS, Wiener, robust regression, MMSE estimators, ML estimators, Hi-Frequency estimators (Pisarenko, MUSIC, ESPRIT)

svms-vs-lstms---financial-time-series

testremote

textureclassification_filterbank

This repos provides an MATLAB code implementation for the Statistical Approach to Texture Classification from Single Images paper by Varma et. al.

texturesynth

This package contains MatLab code for analyzing and synthesizing digital image of visual texture.

tfocs

A MATLAB toolbox for building first-order solvers for convex models.

thesis

PhD thesis in Latex

titan

Inertial block majorization minimization (TITAN) for sparse non-negative matrix factorization and matrix completion

tracking_hypo

Worm tracking matlab code using multiple hypotheses

tree-ring-toolbox

A collection of Matlab functions to do various tasks in tree-ring analysis, originally by Dave Meko for his Time Series Analysis course.

variational-bayes-glm

vbem

VBEM method to perform GRN inference

vbfilter_for_sspp

Online VB filter applied to state-space models with point process observations

vbgmm

Variational Gaussian mixture model for MATLAB.

vbmc

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

vgpssm

Variational Gaussian Process State Space Model

vilds

Black box variational inference for state space models

virusbroadcast

A java virus broadcast simulation

visvest-causinf

Bayesian comparison of causal inference strategies in multisensory heading perception