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
The asmcjr package supports the book “2nd Analyzing Spatial Models of Choice and Judgment”, and streamlined functions for analysing and visualising estimates with ggplot2
An Automation Webcrawler for Extracting Central Bankers' Speeches
Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.
100+ Chinese Word Vectors 上百种预训练中文词向量
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
The Extended Moral Foundations Dictionary (E-MFD)
flairR: Bring Amazing Flair NLP 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/). 🕸️ 🕸️ 爬立法委員問政專輯的爬蟲小幫手 🛠️🧰
legisTaiwan: An Interface to Access Taiwan Legislative API in R 台灣立法院國會系統 API
Linguistic Inquiry and Word Count (LIWC) analyzer
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🧠💬 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.