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Ramon Santos Souza's Projects

3dmnist icon 3dmnist

3D version of the MNIST database of handwritten digits

afr-soil-prediction icon afr-soil-prediction

Advances in rapid, low cost analysis of soil samples using infrared spectroscopy, georeferencing of soil samples, and greater availability of earth remote sensing data provide new opportunities for predicting soil functional properties at unsampled locations. Soil functional properties are those properties related to a soil’s capacity to support essential ecosystem services such as primary productivity, nutrient and water retention, and resistance to soil erosion. Digital mapping of soil functional properties, especially in data sparse regions such as Africa, is important for planning sustainable agricultural intensification and natural resources management.

aiforearth-api-development icon aiforearth-api-development

This is an API Framework for AI models to be hosted locally or on the AI for Earth API Platform (https://github.com/microsoft/AIforEarth-API-Platform).

ciencia-de-dados icon ciencia-de-dados

Esse repositório contém notebooks em Python relacionados ao curso de Ciência de Dados.

climdown icon climdown

PCIC's Daily Climate Downscaling Library

cnn-regression icon cnn-regression

A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.

code icon code

Compilation of R and Python programming codes

coronadash icon coronadash

COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

coronavirus-py icon coronavirus-py

Simple web app showing Coronavirus case data using Python, Dash and Plotly

covid19-br icon covid19-br

Dados diários mais recentes do coronavírus por município brasileiro

covid19br icon covid19br

Confirmed cases and deaths of COVID-19 in Brazil, at municipal (city) level. Description of the data: https://doi.org/10.1590/SciELOPreprints.362

cubist icon cubist

An R package for fitting Quinlan's Cubist regression model

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