Xiyang (Sean) Hu's repositories
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
BERT_Amazon_Reviews
A repo to implement BERT fine tuning and classification using Amazon Review Dataset.
binoct
Binary Programming Formulation for Learning Classification Trees Using Cplex
data-projects
Scripts and data for various Vox Media stories and news projects
DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
ExplainableVQA
[ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
few-shot-text-classification
Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
minbert-assignment
Minimalist BERT implementation assignment for CS11-747
minnn-assignment
An assignment on creating a minimalist neural network toolkit for CS11-747
ONE
Outlier Aware Network Embedding for Attributed Networks
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
STA650Lab
Lab materials of STA650/450 Social Network.
STA721-Final
STA721 Final Project
xformer-multi-source-domain-adaptation
Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)