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    57 repositories

    • GEMMA

      Public
      Genome-wide Efficient Mixed Model Association
      C++
      •
      GNU General Public License v3.0
      •127•0•0•0•Updated Jan 29, 2021Jan 29, 2021

    • Smoothness-Signal-and-Spectral-Filtering-Graph-Learning-Approaches-for-Change-Detection-Algorithm

      Public
      This repository contains graph learning models based on signal representation, namely signal smoothness and spectral filtering, for the graph learning stage of GBF-CD model, a change detection algorithm. In addition to modifying the graph learning stage, in this new model, we use graph cut segmentation instead of Nyström extension in order to re…
      MATLAB
      •3•0•0•0•Updated Jan 10, 2021Jan 10, 2021

    • manopt

      Public
      Manopt, a Matlab toolbox for optimization on manifolds
      MATLAB
      •97•0•0•0•Updated Jan 9, 2021Jan 9, 2021

    • LWP_regression_prediction

      Public
      Local polynomial kernel regression with out od example
      MATLAB
      •0•1•0•0•Updated Jan 8, 2021Jan 8, 2021

    • micaopen

      Public
      Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute
      MATLAB
      •
      GNU General Public License v3.0
      •40•0•0•0•Updated Jan 2, 2021Jan 2, 2021

    • deep-learning-topics

      Public
      5•0•0•0•Updated Dec 17, 2020Dec 17, 2020

    • rest-system-id

      Public
      MATLAB code for identifying various linear and nonlinear dynamical systems models from resting state neural time series, and more!
      MATLAB
      •2•0•0•0•Updated Dec 17, 2020Dec 17, 2020

    • cdml-neurips2020

      Public
      This repository captures source code and data sets for our paper at the Causal Discovery & Causality-Inspired Machine Learning Workshop at Neural Information Processing Systems (NeurIPS) 2020.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •13•0•0•0•Updated Dec 11, 2020Dec 11, 2020

    • books

      Public
      Source code for 100+ books, kept here for quick reference
      Jupyter Notebook
      •196•1•0•0•Updated Dec 9, 2020Dec 9, 2020

    • kalman-jax

      Public
      Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
      Jupyter Notebook
      •
      Apache License 2.0
      •13•0•0•0•Updated Nov 6, 2020Nov 6, 2020

    • MegaLMM

      Public
      R package for fitting high-dimensional multivariate linear mixed effect models
      R
      •
      Other
      •14•0•0•0•Updated Nov 3, 2020Nov 3, 2020

    • Utilities

      Public
      MATLAB
      •2•0•0•0•Updated Jul 11, 2020Jul 11, 2020

    • estimated-marginal-means

      Public
      Estimated marginal (predicted) means from generalized linear mixed effect models in Matlab
      MATLAB
      •
      MIT License
      •2•0•0•0•Updated Jun 13, 2020Jun 13, 2020

    • py.ALPHA.EEG.2017-GIPSA

      Public
      Codes for working with the "EEG Alpha Waves Dataset" developed at the GIPSA-lab
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •8•0•0•0•Updated Jun 3, 2020Jun 3, 2020

    • SLAP

      Public
      Software for operating the SLAP microscope
      MATLAB
      •3•0•0•0•Updated May 18, 2020May 18, 2020

    • dmdlab

      Public
      Dynamic Mode Decomposition in Python
      Python
      •3•0•0•0•Updated May 14, 2020May 14, 2020

    • macularhole_segmentation3d

      Public
      MATLAB
      •
      Apache License 2.0
      •1•0•0•0•Updated May 11, 2020May 11, 2020

    • EEG-Datasets

      Public
      A list of all public EEG-datasets
      538•0•0•0•Updated Apr 13, 2020Apr 13, 2020

    • SPIS-Resting-State-Dataset

      Public
      GNU General Public License v3.0
      •21•0•0•0•Updated Apr 13, 2020Apr 13, 2020

    • KoopmanMPC_for_flowcontrol

      Public
      A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control
      MATLAB
      •44•0•0•0•Updated Apr 4, 2020Apr 4, 2020

    • SQREDM

      Public
      The Matlab code was created based on algorithm proposed by S.L. Zhou, N.H. Xiu and H.-D. Qi, A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization with Box Constraint, IEEE Transactions on Signal Processing, vol. 66, no. 16, Aug 15, 2018.
      MATLAB
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Nov 25, 2019Nov 25, 2019

    • meeg_power_regression

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•0•0•0•Updated Nov 20, 2019Nov 20, 2019

    • fastRPCA

      Public
      Matlab code for all variants of robust PCA and SPCP
      MATLAB
      •
      Other
      •63•0•0•0•Updated Nov 12, 2019Nov 12, 2019

    • NeurIPS19_manifold-regression-meeg

      Public
      Code for data analysis of NeurIPS19 paper "Manifold-regression to predict from MEG/EEG brain signals without source modeling"
      Python
      •5•0•0•0•Updated Oct 27, 2019Oct 27, 2019

    • RobustDMD.jl

      Public
      Julia
      •
      Other
      •7•0•0•0•Updated Sep 27, 2019Sep 27, 2019

    • FSSTn

      Public
      High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis
      MATLAB
      •15•0•0•0•Updated Sep 18, 2019Sep 18, 2019

    • Workshop_Material

      Public
      Python
      •11•0•0•0•Updated Sep 12, 2019Sep 12, 2019

    • MEMOIR

      Public
      MATLAB toolbox for Mixed Effect Model InfeRence
      MATLAB
      •1•0•0•0•Updated Jul 4, 2019Jul 4, 2019

    • rare

      Public
      Linear Model with Tree-Based Lasso Regularization for Rare Feature Selection
      R
      •4•0•0•0•Updated Jun 11, 2019Jun 11, 2019

    • StochasticFrontier

      Public
      Jupyter Notebook
      •2•0•0•0•Updated May 17, 2019May 17, 2019