Data repository for past pandemics during 1990 - 2023 with available time-series and meta-data.

Portal de dados do Projeto Alerta Dengue

The Dengue fever prediction challenge from Driven Data

This repository contains the notebook used for the Spring 2021 Kaggle Dengue Fever Prediction Competition. Placement was in the top 10% with a MAE of 24.86. Our best approach involved Random Forest Regression on a reduced featureset selected with Recursive Feature Elimination in combination with correlation with the target (number of dengue cases).

Python SIR / SIR-VETOR / Endemic / Dengue algorithm

Model development for understanding the relationship between photoplethysmography (PPG) waveforms and physiological parameters of Dengue patients.

Server of Dengue LineBot

Capstone Project for the Machine Learning Engineer Nanodegree Program | DengAI: Predicting Disease Spread

Analysis of the number of dengue fever cases

DeepDengue is a collection of deep learning models trained for the estimation of dengue fever cases in geographic locations, using only street-level and aerial images as input.

Country likelihood of having dengue fever cases.

Dengue Fever Prediction Competition from www.datadriven.com

Monte Carlo Simulation of Agent-Based Model

The linear regression models are developed as part of final report of "Advanced Analytics" module at University of Derby.

Machine Learning Techniques Subject

Predicting weekly dengue cases for Iquitos and San Juan using Machine Learning algorithms

Linebot for reporting dengue fever