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Steven Lee's Projects

change_burst_data icon change_burst_data

Data sets required to reproduce change burst experiments as reported at http://www.st.cs.uni-saarland.de/softevo/burst-data/eclipse/

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dtf_fisher icon dtf_fisher

Improved Dense Trajectory features encoded by Fisher Vectors

exclusively-dark-image-dataset icon exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

implicit icon implicit

Fast Python Collaborative Filtering for Implicit Datasets

implicit-cf icon implicit-cf

A Python implementation of Hu et al. (2008)'s "Collaborative Filtering for Implicit Feedback Datasets"

implicit-mf icon implicit-mf

Implicit matrix factorization as outlined in http://yifanhu.net/PUB/cf.pdf.

logistic-mf icon logistic-mf

Logistic Matrix Factorization for Implicit Feedback Data. http://stanford.edu/~rezab/nips2014workshop/submits/logmat.pdf

prmlt icon prmlt

Pattern Recognition and Machine Learning Toolbox

solid icon solid

Solid - Re-decentralizing the web (project directory)

teriswebgame icon teriswebgame

The project is my Project work of IT Project Management Course and Service-oriented Architecture WebService Course.

texture-analysis icon texture-analysis

The repository includes texture representation, recognition, segmentation and others of texture analysis.

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