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  • 👋 Hi, I’m João Batista, a researcher working with evolutionary computation methods and their applications on satellite imagery.
  • 👀 I’m interested in genetic programming, model interpretability, feature selection and construction, and classification.
  • 📖 You can see my pages at https://linktr.ee/batistaje

João Batista's Projects

c-ga icon c-ga

C implementation of the Genetic Algorithm

c-stdgp icon c-stdgp

My C implementation of the Standard Genetic Programming Algorithm.

cocoa_publicds icon cocoa_publicds

Subsection of the datasets used in "Optical time series for the separation of land cover types with similar spectral signatures: cocoa agroforest and forest"

jespb icon jespb

Config files for my GitHub profile.

python-ga icon python-ga

A simple implementation of a sklearn-based version of a genetic algorithm (GA).

python-gsgp icon python-gsgp

My implementarion of the Geometric Semantic Genetic Programming (GSGP) algorithm.

python-m3gp icon python-m3gp

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

python-stdgp icon python-stdgp

An easy-to-use scikit-learn inspired implementation of the Standard Genetic Programming (StdGP) algorithm.

rsj_21 icon rsj_21

Datasets used for the "Improving Land Cover Classificastion Using Genetic Programming for Feature Construction"

weka-gsgp icon weka-gsgp

This is a classifier build for weka, it's meant to be used over an arithmetic dataset

weka-stdgp icon weka-stdgp

This is a classifier build for weka, it's meant to be used over an arithmetic dataset

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