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Albert Cao's Projects

dbglm icon dbglm

Fast generalised linear models by sampling and one-step polishing

flightviz icon flightviz

:airplane: FlightViz is a Shiny App that visualizes user's flight history

graphtul icon graphtul

reproduce of Contextual Spatio-Temporal Graph Representation Learning for Human Mobility Mining

mobilizr icon mobilizr

:zap: A set of functions to use for the Mobilize Intro to Data Science math curriculum.

movesim icon movesim

Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility

network-models-and-algoritms icon network-models-and-algoritms

A network is a way to represent relationships or connections between pairs of objects or people. Network science is a field that applies the mathematical results of graph theory to study network models of real world problems.

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqgan_pytorch icon seqgan_pytorch

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

stemgnn_ce290 icon stemgnn_ce290

Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

trajgdm icon trajgdm

Simulating human mobility with a trajectory generation framework based on diffusion model

turbidityapp icon turbidityapp

:ocean: A ShinyApp for displaying data analysis results from using Sentinel II satellite to monitor ocean water quality

vgc_tracker icon vgc_tracker

:moneybag: VGC_Tracker is a python script for tracking gift card balances

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