Honglin Bao's repositories
classification_in_CSS
The tutorial on scraping, processing, and classification of text-based digital trace data in Natural Language Processing and Computational Social Science.
evolutionofcommunities
A data set for long-term sponsorship and co-sponsorship behaviors of House bills among senators.
description_generation
The auto-generation of descriptive text through word embedding + LSTM + n-gram algorithms and the coherence & topic analysis of the generated text.
Hate-Speech-Detection
Official implementation of the paper "Deep Learning for Hate Speech Detection -A Comparative Study"
weibo-public-opinion-datasets
Continuously updated Sina Weibo Public Opinion Datasets / 持续维护的微博舆情数据集
abm
a collection of implemented classic agent-based models
bioinformatics
For this project, we are doing some bioinformatics (specifically genetics). we wrote functions involved with turning a DNA sequence into an amino acid sequence (protein). "main.cpp": This file uses the function declarations in "bio.h" to convert a DNA sequence to an amino acid sequence. "bio.h": This is the header file for "bio.cpp" and it has declarations and explanations for the implementation file. "bio.cpp": do the main stuff. If you want more background about the material covered in this project, I recommend watching this video: https://www.youtube.com/watch?v=oefAI2x2CQM
narrative
This is the GitHub repository for the narrative detector on social media posts based on Narrative/Persuasion Theory and Machine Learning.
rhetorical_citing
Bao and Teplitskiy, "A simulation-based analysis of the impact of rhetorical citations in science."
causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
communitydetection
Community detection problem in a heterogeneous structure through Evolutionary Computation + Clustering + Markov Methods.
culturalcarriers-ABM
Agent-based models examining organizational culture
DataReader
Data Reader is a program that reads data items from a files (here linguistic corpora, perticularly wikipedia extractor sets) into machine learning + evolutionary computation program
ding_causalInference_python
python implementation of Peng Ding's "First Course in Causal Inference" https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ZX3VEV
hackerrank_problem
just move previous code in HackerRank to Github. Mainly programmed for Algorithms Grad Course instructed by Joshua Nahum and Charles Ofria
jekyll-gitbook
Build Jekyll site with GitBook style!
jspsych-demos
jsPsych tasks made by the Niv Lab
network_diffusion
Multi-agent model for diffusion in social networks
Neuro-Evolution
The application of evolutionary algorithms to find the best neural net architecture for the face classification task (facial expression mapping confidence).
positive-frames
Data and code for the paper "Inducing Positive Perspectives with Text Reframing"
rise_and_fall_of_rationality_in_language
Data and code for "Rise and Fall of Rationality in Language" by Marten Scheffer, Ingrid van de Leemput, Els Weinans, and Johan Bollen
rsiena
An R package for Simulation Investigation for Empirical Network Analysis
weibo-analysis-and-visualization
使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等