Name: ผศ.ดร. เอกรัฐ รัฐกาญจน์
Type: User
Company: Graduate School of Applied Statistics, National Institute of Development Administration
Bio: Director in Data Analytics and Data Science (DADS) MSc Program, Nida, Bkk, Thailand
https://orcid.org/0000-0003-2191-3856
Twitter: ekaratrattagan
Location: Bangkok, Thailand
Blog: https://as.nida.ac.th/~ekarat/
ผศ.ดร. เอกรัฐ รัฐกาญจน์'s Projects
Babylon.js is a powerful, beautiful, simple, and open game and rendering engine packed into a friendly JavaScript framework.
Automated cryptocurrency trading bot
Automated Binance trading bot - Buy low/Sell high with stop loss limit/Trade multiple cryptocurrencies with Grid Trading
A simple Blockchain in Python
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
Teaching materials for the applied machine learning course at Cornell Tech (online edition)
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
This workshop teaches how Apache Kafka works and how you can use it to build applications that react to events as they happen.
PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
[MultiTemp 2019] Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.
Code for the Hadoop Fundamentals for Data Scientists course.
This project is about exploring the PyTorch framework by implementing an RNN using the LSTM layer.
Simple kafka connect : using JDBC source, file and elastic search as a sink
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
Classical equations and diagrams in machine learning
Code for Machine Learning for Algorithmic Trading, 2nd edition.
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all