Pinned Repositories
AInet-based-Symbolic-Regression
Haskell implementation of a symbolic regression algorithm. The regression search is done by means of the IT data structure, and the general structure of the algorithm is based on the AInet algorithm (artificial imunne network).
brain-tissue-segmentation-esquizophrenia
Projeto desenvolvido para a disciplina Visão Computacional na UFABC, ministrada pelo Prof. Dr. Francisco Zampirolli. O projeto envolve o uso de técnicas de visão computacional para processamento de imagens de ressonância magnética obtidas de pacientes saudáveis e esquizofrênicos. Para validação da estratégia de segmentação utilizada, dois modelos simples de aprendizado de máquina (KNN e SVM) foram utilizados, para verificar se é possível utilizar o resultado da visão computacional para diagnosticar pacientes.
Function-plotting
Página simples em HTML para plotar funções de duas variáveis (superfícies).
gAldeia
Personal matters repository
iirsBenchmark
Repository presented in the paper "Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set"
itea-julia
Interaction-Transformation Evolutionary Algorithm in julia with different optimization heuristics
itea-python
Package for Interaction-Transformation Evolutionary Algorithm implementation (ITEA) in python for Classification and Regression, together with an model-specific explainer.
laboratory-assistant
Lightweight Symbolic Regression using the Interaction-Transformation representation, implemented in JavaScript to run on websites (executed on client-side).
presentations
Repositório para organizar minhas apresentações e disponibilizá-las.
sensitivity-analysis-ITSR
Repository with source code used to perform a sensitivity analysis of the symbolic regression evolutionary algorithm based on the Interaction-Transformation representation.
gAldeia's Repositories
gAldeia/AInet-based-Symbolic-Regression
Haskell implementation of a symbolic regression algorithm. The regression search is done by means of the IT data structure, and the general structure of the algorithm is based on the AInet algorithm (artificial imunne network).
gAldeia/itea-python
Package for Interaction-Transformation Evolutionary Algorithm implementation (ITEA) in python for Classification and Regression, together with an model-specific explainer.
gAldeia/iirsBenchmark
Repository presented in the paper "Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set"
gAldeia/brain-tissue-segmentation-esquizophrenia
Projeto desenvolvido para a disciplina Visão Computacional na UFABC, ministrada pelo Prof. Dr. Francisco Zampirolli. O projeto envolve o uso de técnicas de visão computacional para processamento de imagens de ressonância magnética obtidas de pacientes saudáveis e esquizofrênicos. Para validação da estratégia de segmentação utilizada, dois modelos simples de aprendizado de máquina (KNN e SVM) foram utilizados, para verificar se é possível utilizar o resultado da visão computacional para diagnosticar pacientes.
gAldeia/gAldeia
Personal matters repository
gAldeia/GP-NLS-julia
Julia implementation of the GP-NLS algorithm described in the paper "Parameter identifcation for symbolic regression using nonlinear least squares"
gAldeia/hashing-symbolic-expressions
Simplifying symbolic regression expressions through memoization and locality-sensitive hashing
gAldeia/laboratory-assistant
Lightweight Symbolic Regression using the Interaction-Transformation representation, implemented in JavaScript to run on websites (executed on client-side).
gAldeia/lasso-regression-study
Projeto final desenvolvido para a disciplina Fundamentos de Matemática para Computação, ministrada pelo Prof. Dr. Saul Leite na Universidade Federal do ABC durante o primeiro quadrimestre de 2020.
gAldeia/presentations
Repositório para organizar minhas apresentações e disponibilizá-las.
gAldeia/qt-function-plot
gAldeia/sensitivity-analysis-ITSR
Repository with source code used to perform a sensitivity analysis of the symbolic regression evolutionary algorithm based on the Interaction-Transformation representation.
gAldeia/Sort-tester
Projeto de AED que compara os tempos de execução de alguns algoritmos de ordenação.
gAldeia/UFABC-ML-2018
Exercícios desenvolvidos durante a disciplina de Aprendizagem de Máquina na UFABC
gAldeia/boilerplate-repository
Simple GitHub repository boilerplate, made to unify my repositories folder structures.
gAldeia/itea-julia
Interaction-Transformation Evolutionary Algorithm in julia with different optimization heuristics
gAldeia/cavalab.github.io
gAldeia/covid-sus-datavis-brasil
Website containing an EDA with OpenDataSUS ITU occupation's dataset
gAldeia/cpp-library-template
An OS-agnostic C++ library template in plain CMake.
gAldeia/ESR
gAldeia/experiments-ITEA-paper
Source code for the experiments in the ITEA paper
gAldeia/feat
A feature engineering automation tool for learning data representations
gAldeia/gAldeia.github.io
Lightweight symbolic regression algorithm implementation.
gAldeia/lshash
locality sensitive hashing (LSHASH) for Python3
gAldeia/odeformer
gAldeia/operon
C++ Large Scale Genetic Programming
gAldeia/partial-effects-ITEA
Data and experiments scripts for the paper investigating different model agnostic explainers for ITEA algorithm
gAldeia/SOFTX_2019_170
Modified version of the GSGP-C++ 2.0: a Geometric Semantic Genetic Programming Framework. Original code at: https://github.com/ElsevierSoftwareX/SOFTX_2019_170.
gAldeia/srbench
A living benchmark framework for symbolic regression
gAldeia/symbolicregression
SR based on LLMs.