Eric's Projects
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
An experimental open-source attempt to make GPT-4 fully autonomous.
R code for Avifauna Diversity in Berlin's Urban Park paper using linear regressions and AIC.
Open source implementation of the ChatGPT Code Interpreter 👾
This repository hosts the data visualization Capstone Project about COVID-19 pandemic in Taiwan.
NLP sentiment classification for COVID-19 tweets.
A natural language chatbot that answers questions about COVID-19 (currently only about Taiwan). Data are from the COVID-19全球疫情地圖 made by the CDC of the Taiwan government.
This repository contains the pre-class work for the class CS110, focusing on algorithms and data structures. In addition, three assignments and one final project were explored and implemented.
Selenium crawler for the popular social media website in Taiwan, Dcard.
Data visualization project of Ye Shengji's ten-year diary
Blog website supported by Hugo and hosted on Netlify
This repository shows the building of an infoGAN algorithm along with a discussion of the use of information theory in Chen et al. (2016).
⚡ Building applications with LLMs through composability ⚡
Free intents (and more goodies) for Loki NLU Engine
Bayesian modeling of data from Mahjong Soul.
Create word clouds, piecharts, and text frequencies CSVs for each document and all documents as well as manually labeled theme.
This is the repo for my personal portfolio website using Gatsby.js and hosted with Netlify.
The goal of this project is to recommend songs for a given playlist from Spotify. This project starts from data collection all the way to model deployment to ensure you have a working model to showcase.
Calculation of PSD of seismic waves in order to measure the impact of culture noise during the COVID-19 pandemic.
This is the code base for elementary python course created by myself.
React dashboard project from EdRoh
The goal of this repository is to understand how to perform image classification using neural networks. I will be working with the Rock Classification dataset from Kaggle.
Text classification of Mandarin Chinese using various NLP deep learning techniques.
This is a local whisper app hosted by streamlit.