Open source library for scientific HPC

Multivariate (generalized) scattered data interpolation with symmetric (conditionally) positive definite kernel functions in arbitrary dimension

Repositório destinado aos projetos realizados na disciplina de Reconhecimento de Padrões (RP) [2023.1] do PPGEEC.

Universal Partial Differential Equations Simulator

Combine B-Spline (BS) and Radial Basic Function (RBF) in Kolmogorov-Arnold Networks (KANs)

This project provides a comprehensive guide to implementing PCA from scratch and validating it using scikit-learn's implementation. The visualizations help in understanding the data's variance and the effectiveness of dimensionality reduction.

A crowd simulation algorithm to steer virtual birds using RBF interpolation of a vector field, aiming to create a more plausible and visually appealing result for video games.

EvoRBF: Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms

Fast radial basis function interpolation for large scale data

Predicting complex chaotic behaviors using Radial Basis Function Neural Networks

Rede neural artificial RBF (Radial Basis Function), programada em C#, atividade desenvolvida na matéria do PPGMNE

A cross-platform AR Visualizer utilizing a Radial-kernel-trained Support Vector Machine (SVM) model to generate interactive 3D model to understand machine learning concepts

Polyharmonic spline interpolation in PyTorch

Learning-based robust tube based MPC of nonlinear systems via difference of convex radial basis functions

GOMORS - Efficient surrogate global optimization method for Multi-Objective global problems

Program that helps optimize our algorithm

Python Geometrical Morphing

Face Recognition (SVM , GridSearchCV, PCA, Ml-Pipeline)

an implementation of a Radial Basis Function Neural Network (RBFNN) for classification problem.