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PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

Bids Starter Kit ⭐ 245

Collection of tutorials, wikis, and templates to get you started with creating BIDS compliant datasets

Cobratoolbox ⭐ 232

The COnstraint-Based Reconstruction and Analysis Toolbox. Documentation:

Ransac Toolbox ⭐ 151

A toolbox to experiment with the RANSAC algorithm for Matlab and Octave

Gtsam Examples ⭐ 116

GTSAM Tutorial Examples

Glmspiketraintutorial ⭐ 80

Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

Ml_toolbox ⭐ 67

A Machine learning toolbox containing algorithms for non-linear dimensionality reduction, clustering, classification and regression along with examples and tutorials which accompany the Master level "Advanced Machine Learning" and "Machine Learning Programming" courses taught at EPFL by Prof. Aude Billard

Limo_tools ⭐ 57

Hierarchical Linear Modelling for MEEG data

Globaloptimizationtutorial ⭐ 48

Hands-on Tutorial for Global Optimization in Matlab

Tushare_tutorial ⭐ 48

Active Inference Tutorial Scripts ⭐ 44

Supplementary scripts for Step-by-step active inference modelling tutorial

Tutorial Grid Science ⭐ 33

Julia Tutorial Materials for the Grid Science Tools

Neuro_data_science ⭐ 31

An open course in neural data science

Image Processing In Julia ⭐ 30

Julia 数字图像处理入门

Deep Learning ⭐ 29

Collection of deep learning resources.

Iptutorials ⭐ 29

Image processing tutorials

Ho Ufldl Tutorial ⭐ 24

This is my solution for Andrew Ng's UFLDL Tutorial. It is used as an reference for checking the correctness of your written code

Icra19 Lfd Tutorial Exercises ⭐ 23

Set of exercises accompanying the ICRA 2019 Tutorial on Dynamical System based Learning from Demonstration: https://epfl-lasa.github.io/TutorialICRA2019.io/

Alvis Intro ⭐ 23

Introduction tutorial and examples for Alvis

Pso Clustering ⭐ 23

PSO-Clustering algorithm [Matlab code]

Porous_material_101 ⭐ 22

Tutorial repository of introduction to porous materials using MATLAB

Iteration_algorithm_4_groupl1norm ⭐ 20

Programming implement for "A Brief Tutorial on Group ℓ1-norm"

Admm Tutorial ⭐ 20

Cobra.tutorials ⭐ 18

Repository of tutorials for The COBRA Toolbox

Mlss 2016 ⭐ 18

MLSS 2016 material.

Waveprop_in_matlab ⭐ 17

Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple formulation and implementation

Tutorial Ugm Hyperspectral ⭐ 17

A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis

Iem Tutorial ⭐ 16

tutorial and example scripts for implementing inverted encoding model analysis framework

Ufldl Tutorial Solutions ⭐ 16

My Matlab code solutions to the famous UFLDL Tutorial. It includes all the proposed exercises.

Quickbytes ⭐ 16

Development of short tutorials for UNM's Center for Advanced Research Computing

Pmh Tutorial ⭐ 15

Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"

Asetsmatlablevelsets ⭐ 14

Variational Time-Implicit LevelSets for Image Segmentation

MEG MVPA Tutorial

Lowrankismrm ⭐ 12

Low rank image reconstruction tutorial from ISMRM 2018

Teachmri ⭐ 12

Routines for teaching MRI principles in Stanford's Psych 204A

Workshop Nyu 2019 ⭐ 12

Introductory workshop to modeling and model fitting in cognitive and computational neuroscience

Deeplearning Exercise ⭐ 11

Playground and exercises for basic deep learning algorithms, based on the Stanford UFLDL deep learning tutorials.

Cv_course_tutorial ⭐ 11

This is the mini-tutorial of Computer Vision course (Spring 2021)

Workshop Bristol 2019 ⭐ 10

Introductory workshop to modeling and model fitting in psychophysics and neuroscience

Speech2face ⭐ 10

Basic_fem_tutorial ⭐ 10

FEM Tutorial for Beginners

Cca Tutorial ⭐ 9

Worked examples

Tsinghua Ee Miscellanea ⭐ 8

🐾 Miscellanious projects during 2014-2018 in Dept. of Electronic Engineering, Tsinghua University

Bids_cookbook ⭐ 7

A simple recipe to convert your neuroimaging data into a BIDS dataset.

Contamineuro_2019_spiking_net ⭐ 7

Demo scripts for running spiking network simulations and Hidden Markov Model analyses

Hello world examples of the Machine Learning algorithms.

Matlab_calculation_method ⭐ 6

This project is a matlab program implementation of the classic methods and algorithms mentioned in the "Calculation Methods" book, with tutorials and answers.

Natmeg_wiki ⭐ 6

NatMEG Wiki documentation, example scripts, and tutorials.

Lammps_tutorials_for_short_courses ⭐ 6

Required LAMMPS and MATLAB files for several molecular dynamics simulations.

Cosyne 20 Tutorial ⭐ 6

Simulation code for Cosyne 2020 tutorial by Ann Hermundstad

A toolbox for offline muscle activity onset/offset detection in multi-channel EMG data.

Learningmatlab ⭐ 5

Introduction to Matlab Programming

Dynamic_corr ⭐ 5

Time Series Classification Utility

Dartmouthmind_tutorial ⭐ 5

Tutorial on resting-state fMRI functional connectivity for the 2017 Dartmouth MIND summer school.

Handsonbow ⭐ 5

Hands on Advanced Bag-of-Words Models for Visual Recognition. The content of this tutorial is organized around a collection of MATLAB hands-on lab exercises introducing fundamental concepts in visual recognition.

Deeplearning2c ⭐ 5

Using Deeplearning4J with JavaFX for mobile and desktop use and generate C-code and MATLAB-code

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