agentgpt

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

berlin-park-diversity

R code for Avifauna Diversity in Berlin's Urban Park paper using linear regressions and AIC.

codeinterpreter-api

Open source implementation of the ChatGPT Code Interpreter 👾

covid-storymap-website

This repository hosts the data visualization Capstone Project about COVID-19 pandemic in Taiwan.

covid_sentiment

NLP sentiment classification for COVID-19 tweets.

covidinfobot

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.

cs110

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.

dcard-crawler

Selenium crawler for the popular social media website in Taiwan, Dcard.

diary-data-journalism

Data visualization project of Ye Shengji's ten-year diary

election-analysis

enjuichang

hugo-blog-website

Blog website supported by Hugo and hosted on Netlify

infogan-infotheory

This repository shows the building of an infoGAN algorithm along with a discussion of the use of information theory in Chen et al. (2016).

langchain

⚡ Building applications with LLMs through composability ⚡

lokihub

Free intents (and more goodies) for Loki NLU Engine

mahjong-soul-model

Bayesian modeling of data from Mahjong Soul.

nlp-wordcloud

Create word clouds, piecharts, and text frequencies CSVs for each document and all documents as well as manually labeled theme.

portfolio-website

This is the repo for my personal portfolio website using Gatsby.js and hosted with Netlify.

practicaldatascience-enca

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.

psd-lockdown

Calculation of PSD of seismic waves in order to measure the impact of culture noise during the COVID-19 pandemic.

python-course-code

This is the code base for elementary python course created by myself.

react-dashboard

React dashboard project from EdRoh

rock-classification

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.

seismic-stations

skyscraper-scrollytelling

text-classification-comparison

Text classification of Mandarin Chinese using various NLP deep learning techniques.

whisper-app

This is a local whisper app hosted by streamlit.