JP Maulion's repositories
rnn-dengue
Forecasting dengue cases using RNNs
abm-cowGrazing
Simple agent-based modeling of cow grazing over a square lattice.
acqua-alta-forecaster
A machine learning-based forecaster of water levels in Venezia, Italia
amoebiasis-stw-ml
Predicting amoebiasis cases in Southern Taiwan using machine learning methods and transfer entropy-based feature engineering
customer-churn-analysis
Perform exploratory data analysis and develop machine learning models to a telecom customer churning dataset
d3js-covid19ph
A simple d3.js-based COVID19 dashboard for the Philippines
dam-waterLevel-prediction
Provide exploratory data analysis of the water level dataset from the Three Gorges dam in China as well as develop a machine learning model to forecast upstream water levels.
dengue-jogja-predict
Climate-influenced forecasting of dengue cases in Yogyakarta, Indonesia using machine learning methods
dengue-taipei-granger-pred
Forecasting dengue cases in Taipei, Taiwan using machine learning methods and Granger causality-based feature engineering
electricityConsumption-forecasting-ml
Machine learning-based forecasting of electricity consumption in Siberia, Russia
hiv-siu-contact-tracing
In silico HIV SIU epidemic modeling with contact tracing and behavioral change over random geometric networks
hivNetInfect
Probing the dynamics of HIV infection through in silico simulations
sexualNetwork-analysis
Exploratory data and network analyses on forum-based sexual contacts
stroke-classifier-ml
A simple classifier for stroke using machine learning methods
triage-accuracy-predictor-sk
Bayesian-optimized, XGBoost-based supervised machine learning model to predict triaging accuracy in emergency settings
triage-classifier-sokor
A supervised sklearn-based ML model to predict patient triage outcomes in emergency department settings
yemen-cholera-pred
A machine learning-based predictor of cholera cases and fatalities in Yemen