I’ve just made some exploration on a dataset provided by Kaggle for SMS Spams Detection. I’ve managed to get a loss of 0.1 on the testing set… Read more “[Kaggle] SMS Spam Collection”

# Category: Source Code

## Feedback Sequence-to-Sequence Model – Gonna Reverse Them All!

This tutorial assumes that you have a pretty good understanding about the basics of Recursive Neural Networks and Backpropagation Through Time (BPTT) and how these models actually… Read more “Feedback Sequence-to-Sequence Model – Gonna Reverse Them All!”

## [Java] Hopfield Network Implementation

Why Java? Well, actually I have a deep love with this language, I enjoy my time writing a Java code. Also, it is good for me to… Read more “[Java] Hopfield Network Implementation”

## [Python] U-V Decomposition using Swarm Optimization

Recently, I have implemented U-V decomposition technique for Recommendation Systems using Particle Swarm Optimization. U-V decomposition is an optimization problem for a matrix. Here, our matrix elements… Read more “[Python] U-V Decomposition using Swarm Optimization”

## [Python] 3 Ways of Multi-threaded Matrix Multiplication

Recently, I have implemented 3 different ways of multi-threaded matrix multiplication. There are 3 ways of thinking when writing a parallel program: – Input Decomposition Output Decomposition… Read more “[Python] 3 Ways of Multi-threaded Matrix Multiplication”

## [Java] Hidden Markov Model Implementation

This is my last post this year. So, I have decided to finish the HMM implementation before the end of the year. I tried to make the… Read more “[Java] Hidden Markov Model Implementation”