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BenYuan's Projects

causal-ml icon causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

causal_reading_group icon causal_reading_group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

ips_mf icon ips_mf

Implementation of Inverse Propensity Matrix Factorization with Pytorch-Lightning

mixednb icon mixednb

A Python class for model training and predictive decision making using the mixed Näive Bayes classifier able to accommodate both continuous and nominal attributes. Two point-estimate methods (MLE and MAP) are available for model fitting.

sentires-guide icon sentires-guide

A quick guide to Sentires: Phrase-level Sentiment Analysis toolkit, SIGIR'14

socialsent icon socialsent

Code and data for inducing domain-specific sentiment lexicons.

unbiased-sentiment-matrix-factorization-usmf- icon unbiased-sentiment-matrix-factorization-usmf-

This repository contains the executable Python source code for the data preprocessing, model training, and model performance evaluation procedures associated with the unbiased sentiment matrix factorization (USMF) model.

wptools icon wptools

Wikipedia tools (for Humans): easily extract data from Wikipedia, Wikidata, and other MediaWikis

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