Eric's repositories
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.
covid_sentiment
NLP sentiment classification for COVID-19 tweets.
Dcard-Crawler
Selenium crawler for the popular social media website in Taiwan, Dcard.
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.
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.
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.
diary-data-journalism
Data visualization project of Ye Shengji's ten-year diary
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.
python-course-code
This is the code base for elementary python course created by myself.
react-dashboard
React dashboard project from EdRoh
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.