Chaklam's repositories
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-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.
EEG-Emotion-Recognition
This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.
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-EEG
A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.
EEG-Real-Time-Applications
EEG BCI Real-Time Applications: Contains real-time demonstrations of BCI applications
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-for-Neuroimaging
A repository holding tutorials of using python to analyze neuroimages
Django-Nuxt-FastAPI-PostgreSQL-Nginx
A simple boilerplate to get you started on working quickly on Django + Nuxt + PostgreSQL + FastAPI + Nginx using docker compose.
SpringBoot
Covering basic Spring Boot topics including MVC, Hibernate, Session, Security, Integration and Microservice
Deploy-ML-Production
Deploying a simple iris machine learning application with Fast API, Docker, Heroku/AWS EC2, Github Actions, Prometheus, Grafana
chaklam-silpasuwanchai
Config files for my GitHub profile.