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teabottle300ml's Projects

matlab-hmm icon matlab-hmm

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

mexconv3d icon mexconv3d

Matlab mex implementation of the basic operations for 3D (volume) Convolutional Neural Network

mexopencv icon mexopencv

Collection and a development kit of matlab mex functions for OpenCV library

ofse icon ofse

Online bagging & boosting for feature selection

openface icon openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

pg_curve icon pg_curve

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

prmlt icon prmlt

Pattern Recognition and Machine Learning Toolbox

set-mifs icon set-mifs

Matlab implementation of a feature selection algorithm based on set-wise mutual information

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tutorial_autoencoders icon tutorial_autoencoders

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

twostreamfusion icon twostreamfusion

Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.

ufldl-tutorial icon ufldl-tutorial

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

ufldl_ex icon ufldl_ex

Complete codes for exercises in Stanford UFLDL tutorials.

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