rguo12

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-causality-data

A data index for learning causality.

network-deconfounder-wsdm20

Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.

CIKM18-LCVA

Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.

KDD24-Conformal

Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)

Causal-Machine-Learning-Onboarding

Materials for onboarding toward a publication on causal machine learning, designed for people with data mining and machine learning background

ViralPred

Prediction of viral cascade with various models

LightGBM

A fast, distributed, high performance gradient boosting (GBT, 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.

rguo12-academic

2021-SIGIR-plackett-luce

2022-SIGIR-plackett-luce

CEVAE

Causal Effect Inference with Deep Latent-Variable Models

conf_cf_inf_figures

conf_rank_figure

data

Data and code behind the stories and interactives at FiveThirtyEight

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DMML-Reading-List

DomainBed

DomainBed is a suite to test domain generalization algorithms

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

LeNet-5

PyTorch implementation of LeNet-5 with live visualization

nmt

TensorFlow Neural Machine Translation Tutorial

ood_bench

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

rguo12

rguo12.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

rguo12.github.io_old

A beautiful, simple, clean, and responsive Jekyll theme for academics

rguo12.github.io_old1

RGuo41.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

scikit-feature

open-source feature selection repository in python (DMML Lab@ASU)