Kien Mai Ngoc's repositories
STGNN-for-Covid-in-Korea
Spatio-temporal graph neural network for predicting COVID-19 new cases in Korea.
JupyterHub-on-Kubernetes
Manual deployment of JupyterHub on Kubernetes for a single machine
Weisfeiler-Lehman-Neural-Machine
Python code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017"
Feature-Selection-and-Feature-Extraction
Feature Selection and Feature Extraction methods for data pre-processing.
Standalone-Spark-on-Kubernetes
Deployment of Standalone spark on Kubernetes for a single machine
Image-Processing-2018-Water-Extraction-Using-Object-Oriented-Method
Water extraction using object oriented method which was described in the same name paper.
Activation-Experiments
Experiments using different activation functions.
Autoencoder-Experiments
Implementation of different autoencoders, evaluating on different datasets.
COVID-19-in-Korea-graph
COVID-19 patient classification in Korea using Heterogeneous Graph Neural Network.
GR-Curve-Unit-Breakdown
Several functions to analyse and visualise curves of gamma ray
Human-activity-recoginition
Human activity recognition based on a time series dataset
Machine-Learning-A-Z
Comprehensive Python code of the course Machine learning A-Z
Plant-Monitoring
Applying IoT solution for Plant monitoring
sale-forecasting-notebooks
Different models when dealing with time series data
Modified-SOM
Modified versions of Self organizing map and Learning vector quantization
Earth-Hack-2019-Revotech-Team
An approach for detecting automatically depofacies from shapes of GR curves
Facies-Detection-Project
Facies detection project. (Core classes was rewritten).
Fastai-Part2
The source code from fast.ai course: Deep Learning from the Foundations.
Feature-Representation-Learning
Approaches to learn representation of features for better machine learning model
ISLR-python
Python code for Introduction to Statistical Learning
Package-Skeleton
Sample structure for a Python package.
Pyspark-examples
Example code using Pyspark for processing data
simple-ml-server-codegen
Simple Machine Learning server codegen by OpenAPIGenarator
som-services
Python backend server for SOM services
som-visualization-angularjs
AngularJS components to visualize SOM model
USTFall2019PracticalProgramming
Scripts for the course "Practical Programming for Active Learner" of UST, Fall 2019 Semester.