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Ho Xuan Vinh's Projects

decnn icon decnn

This is a tutorial to implement DeconvNet, Backpropagation, SmoothGrad, and GuidedBackprop using Keras.

docker-ds-training icon docker-ds-training

Step-by-step tutorials for Data scientist to get familiar with Docker on some typical scenarios you may encounter. On courtesy of some materials from Ta Duc Tuyen.

edu_dtw icon edu_dtw

An education toolkit to illustrate Dynamic Time Warping algorithm

giza icon giza

Trick for running GIZA++

hdb-simulation icon hdb-simulation

Simulation of Housing Development Board's allocations in Singapore.

hotelling_t2_compare icon hotelling_t2_compare

Surprisingly there is no standard package for Hotelling's T2 in the year 2021 to my best knowledge. This is an attempt to compare all available source codes I can find in the internet and hopefully can aid the process of method selection.

iris_transparency icon iris_transparency

We aim to observe the Quantiative Input Influence on each layers to seek for a representative threshold of meaningful QII score.

moses icon moses

Split data files into 10-fold test/data for training

pca icon pca

pca is a python package to perform Principal Component Analysis and to create insightful plots.

qii icon qii

This is a API to use the Algorithmic Transparency method - Quantitative Input Influence (QII).

srilm icon srilm

Instruction for installing SRILM toolkit

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