Panya Sirikulpattanapol's Projects
30 days of JavaScript programming challenge is a step-by-step guide to learn JavaScript programming language in 30 days. This challenge may take more than 100 days, please just follow your own pace.
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
A Survey
for reference Binary Classification Models
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
8-week curriculum for AI Builders
Code for the Freecodecamp state video
SuperAI SS3 : Hackaton Image processing (Classification) | Prediction Ripeness of Smooth Cayenne Pineapple
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
This project aims to classify human activities using data obtained from accelerometer and gyroscope sensors from phone and watch.
The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.
Machine learning mini-lecture and workshop series sponsored by National Metal and Materials Technology Center of Thailand (MTEC)
Scalable and user friendly neural :brain: forecasting algorithms.
Jupyter notebooks for the Natural Language Processing with Transformers book
SuperAI SS3 : Hackaton Image processing (Classification) | Images contain number 0-9
use for reference since start environment to example code for each package in Python language
All Algorithms implemented in Python
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
SuperAI SS3 : Hackaton Image processing (Classification) | zero = Fake, one = Real
recommed trips by using vectors to find similarity bewteen user-item
Dynamic Profile with Github statistics and coding info
Portfolio Projetc
Admin dashboard template for Bootstrap
JSON files for Thailand's geography data, including provinces, districts, subdistricts, and postal codes, adhering to best practices for optimal performance, ease of maintenance, and comprehensibility.
Unofficial Implementation of Long-term Forecasting with TiDE: Time-series Dense Encoder
code and data for the time series analysis vids on my YouTube channel
Collection of notebooks for time series analysis