SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Matlab code for machine learning algorithms in book PRML

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

OTB Module: Fast Feature Selection

Delay embedding for time series modeling and classification

Matlab files for various types of beamforming

Simulation code for “Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure” by Emil Björnson, Mats Bengtsson, and Björn Ottersten, IEEE Signal Processing Maga…

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool…

CMU MultimodalSDK provides tools to easily load well-known multimodal datasets such as CMU-MOSEI, CMU-MOSI, POM, and ICT-MMMO.

Sparse Filtering

MIT Deep Learning Book in PDF format

Multi Task Learning Package for Matlab

KMeans for big data using preconditioning and sparsification, Matlab implementation

A primal-dual framework for distributed L1-regularized optimization

Matlab code that decomposes EEG, ECoG or LFP data exploiting a Marked Point Process (MPP) framework

Interference Alignment Toolbox

Lynx Matlab Toolbox

A short paper describing the library is available on arXiv.

fastFM: A Library for Factorization Machines

Solvers for SVM

A curated list of awesome MATLAB toolboxes, applications, software and resources.

Various hashing methods for image retrieval and serves as the baselines

Matlab code for all variants of robust PCA and SPCP

Code and Models for "Fashion Landmark Detection in the Wild"

Code for http:https://saliency.mit.edu/

Matlab Environment for Deep Architecture Learning

Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.