Lingshu Hu's repositories
LanguageStyleAnalysis
A project that employs an unsupervised method with pre-defined linguistic features to identify language styles in political discussions on Twitter.
PolitiClassify
A python package for classifying Twitter users' political orientation with two-step deep learning models.
bert-aug
Generate new texts by using the Masked Language Model of BERT
LatSemantic
Latent Sematic analysis
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
bigbird
Transformers for Longer Sequences
PartisanClass
Python codes for a deep learning model used to classify American Twitter users' political partisanship.
GenderTwitterRScripts
R scripts for the paper "Tweeting and Retweeting: Gender Discrepancies in Discursive Political Engagement and Influence on Twitter."
DissCode
Codes for my dissertation
textaugment
TextAugment: Text Augmentation Library
eda_nlp
Data augmentation for NLP, presented at EMNLP 2019
lectures
Teaching Presentation at the University of Florida
TRIPY
A highly efficient Python implementation of Temporal Random Indexing (TRI)
ethnicolr
Predict Race and Ethnicity Based on the Sequence of Characters in a Name
metaphor-detection
Metaphor detection using NLP techniques, made in Python using NLTK
augur
Python library and web service for Open Source Software Health and Sustainability metrics & data collection.
Scraping-Youtube-Comments
Scrape comments from any Youtube video
healthforum
Scrapping data from patient.info forum
wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100
modaw
Automatically write mode scripts