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calculus

This is the repository for the course Calculus 1 at Asian Institute of Technology. Mostly covering limits, derivatives and integration.

chaklam-silpasuwanchai

Config files for my GitHub profile.

deploy-ml-production

Deploying a simple iris machine learning application with Fast API, Docker, Heroku/AWS EC2, Github Actions, Prometheus, Grafana

django-nuxt-fastapi-postgresql-nginx

A simple boilerplate to get you started on working quickly on Django + Nuxt + PostgreSQL + FastAPI + Nginx using docker compose.

eeg-emotion-recognition

This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.

eeg-real-time-applications

EEG BCI Real-Time Applications: Contains real-time demonstrations of BCI applications

hci

This is the repository for the course Human Computer Interaction, with an emphasis on controlled experiments, design, human factors.

organized-ml

The repository aims to teaching my students how to best organize your ML code for efficiency and to facilitate experiments. It contains backbone folders and some sample files for illustration.

python-fo-natural-language-processing

This is the repository for the course Natural Language Processing at Asian Institute of Technology. Covers word vectors, spaCy, PyTorch, HuggingFace.

python-for-data-science

This is the repository for the course Python for Data Science covering Python Basics, Data Science Libraries (e.g., Pandas, Matplotlib, Sklearn).

python-for-eeg

A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.

python-for-machine-learning

This is the repository for the course ML at Asian Institute of Technology. Covers machine learning and deep learning from scratch using Python.

python-for-neuroimaging

A repository holding tutorials of using python to analyze neuroimages

software-architecture

springboot

Covering basic Spring Boot topics including MVC, Hibernate, Session, Security, Integration and Microservice