David Liao's Projects
Royce's project in 2019 Summer
[archived] Lesson files in 3L Scaling Methods for Social Science: Estimating Patterns and Preferences in Surveys and Behavior (2020 ESSEX SUMMER SCHOOL), taught by Royce Carroll
An Automation Webcrawler for Extracting Central Bankers' Speeches
Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.
100+ Chinese Word Vectors ไธ็พ็ง้ข่ฎญ็ปไธญๆ่ฏๅ้
An R package for downloading data from the UK Parliament's Written Questions Service API
An R package for estimating and doing statistical inference on context-specific word embeddings.
The repository stores lesson files for "2021 Data Management and Analysis for Social Sciences (Spring)", University of Massachusetts-Amherst. This course aims to provide students with an overview of the theoretical and practical foundations required for managing and analyzing data in R functional programming, especially those in social sciences.
Visualization Keyword Extracted from Abstructs of 2022 ECPR General Conference
This is a repository for the project of "Electoral Reform and Disunited Polarization: Evidence from Legislative Roll Calls" (Paper II / PhD Dissertation Project)
flairR: Bring Amazing Flair NLP (Python) Library to R
modern gdelt wrapper for r
An automation webcrawler based on Selenium library for retrieving parliamentary questions on The Website of Taiwan Legislative Yuan (https://lis.ly.gov.tw/). ๐ธ๏ธ ๐ธ๏ธ ็ฌ็ซๆณๅงๅกๅๆฟๅฐ่ผฏ็็ฌ่ฒๅฐๅนซๆ ๐ ๏ธ๐งฐ
legisTaiwan: An Interface to Access Taiwan Legislative API in R ๅฐ็ฃ็ซๆณ้ขๅๆ็ณป็ตฑ API
Linguistic Inquiry and Word Count (LIWC) analyzer
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
๐ง ๐ฌ Articles I wrote about machine learning, archived from MachineCurve.com.
A Multi-relational Graph-Based Twitter Account Detection Benchmark
The repo stores codes and notes for machine learning pipelines with sklearn.
Workshop on Learning and Applying Large Language Models for Social Science Research
Thesis Template for University of Essex
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent