hovinh

DeCNN

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

QII

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

LayeredExplanationsFramework

steganography

Steganography text using n-gram model

edu_dtw

An education toolkit to illustrate Dynamic Time Warping algorithm

srilm

Instruction for installing SRILM toolkit

codenames_cheat_engine

A knowledge-based assistant to win Codenames the boardgame

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.

giza

Trick for running GIZA++

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

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

Moses

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

sample-python-api

hovinh.github.io

My Professional webpage

knowledge-vault

Personal Knowledge Archive

closeness-evaluation-measure

ESLint-Ubuntu-Configuration

A repo that contains configuration files to set up ESLint on Ubuntu server

FACE_EMOTION_DATASET

fourier-transform

Code to support the Fourier Transform blog post

go23-example

golang-course-dwarves-foundation

HDB-Simulation

Simulation of Housing Development Board's allocations in Singapore.

MNIST_NeuralNet_Transparency

Dataset: MNIST

pca

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

streamlit-study