Ngoc Tran

Standing on the shoulders of giants

2021

CIFAR-10 (part 3): VGG16 Apr 25

CIFAR-10 (part 2): Image augmentation Apr 17

CIFAR-10 (part 1): Baseline model Apr 15

CNN LeNet-5 on MNIST (part 2) Apr 09

2-layer NN with tf.keras to solve MNIST (part 1) Apr 07

Gradient Boost (part 2): Classification Mar 22

Gradient Boost (part 1): Regression Mar 18

AdaBoost Mar 14

2017

First writing after a while Nov 14

Find $n$-th Fibonacci number using the power matrix Feb 25

Prelude to feedforward neural networks (part 4) Feb 02

Prelude to feedforward neural networks (part 3) Jan 23

Prelude to feedforward neural networks (part 2) Jan 03

Prelude to feedforward neural networks (part 1) Jan 02

2016

Multivariate imputation with mice package in R Dec 19

Drawing neural nets using Tikz Dec 16

Unconstrained optimization methods Nov 23

Classification using Rough Set theory Sep 06

Precision, Recall, Sensitivity and Specificity Aug 30

Likelihood ratio test Aug 09

Maximum Likelihood Estimation, Maximum a Posteriori Estimation and Naive Bayes (part 2) Mar 05

Maximum Likelihood Estimation, Maximum a Posteriori Estimation and Naive Bayes (part 1) Mar 03

Conquer unhappiness Feb 24

Full-text search with Apache Lucene Jan 16

Google Reader replacement Jan 12

Invited talk at Swiss Post Solution Vietnam Jan 12

2015

To hold the sun Dec 19

Javascript: a self walkthrough (part 1) Nov 12

HTML5 canvas Nov 05

Singleton pattern discussion Feb 05

WISE Appointment – The high-fidelity prototype Jan 02

Martial Training – A multimodal system Jan 01

2014

Restaurant Recommendation Dec 27

Visualize git log with ‘gource’ Dec 23

Better var_dump in PHP Oct 27

weScribble – A collaborative drawing application Jul 27

Smalltalk and Java: Comparison of two programming languages Jun 26

Lamport clock vs Vector clock May 03

2013

Scheme and Smalltalk: Comparision of Two Programming Languages Dec 30

Starcraft: my best RST game ever Aug 28

An attempt in creating infographic Jul 28