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dl_rom_study

Alterations and improvements for DL_ROM

gnn

latex-credits

A package for generating CRediT (Contributor Role Taxonomy) statements

lenetcnn

This python file includes the LeNet implementation by using mxnet. Hereby, LeNet is constructed manually and the activation layers has been changed to be 'relu'.

lnnd2l

You can find the essentials to start with Linear Neural Networks from scratch. For the LNN tutorial using high-level APIs, you can refer to my repository "Concise Implementation of Linear Regression". These codes are highly influenced by the book "Dive into Deep Learning".

maze

This repo includes the application to solve a maze and check its integrity by reading it from a txt file. There is no dependency check issue. Classes are defined in maze.py and the main executable is located in main.py.

naver-movie-review-sentiment-analysis

The repo includes my lab member Namgyu Jung's compilation for an educational presentation related with NLP.

node-classification-by-several-methods

In this repo, I have constituted 3 different methods to predict node labels in a graph-structured dataset, so called email dataset.

sehgnn

spellcheck

An inefficient application of a basic spell checking algorithm. I have just used list of strings structure and checked the strings read from a text file by traversing a dictionary. The key part here was to produce a trial set by augmenting and diminishing the data.

visibility-gin

This repository includes the Python implementation of a biometric authentication scheme using the proposed graph ML method.

zachary-s-karate-club

This repo includes my trial to create the famous Zachary's Karate Club dataset and apply some algorithms to understand how to cluster graph-shaped data.