radial-basis-function

There are 4 repositories under radial-basis-function topic.

mathLab / PyGeM
Python Geometrical Morphing
elmer free-form-deformation hacktoberfest iges inverse-distance-weighting keyword-files radial-basis-function step-files stl-files unv-files vtk
Language:Python 325
dme65 / pySOT
Surrogate Optimization Toolbox for Python
optimization asynchronous global-optimization global-optimization-algorithms bayesian-optimization surrogate-based-optimization surrogate-models radial-basis-function gaussian-processes black-box-optimization
Language:Jupyter Notebook 202
polatory / polatory
Fast radial basis function interpolation for large scale data
interpolation surface-reconstruction kriging rbf spline regression radial-basis-function cpp approximation function-approximation splines smoothing geostatistics surface-modeling kernel-methods geospatial python
Language:C++ 149
JeremyLinux / PyTorch-Radial-Basis-Function-Layer
An implementation of an RBF layer/module using PyTorch.
pytorch rbf radial-basis-function
Language:Python 147
optimad / bitpit
Open source library for scientific HPC
amr computational-geometry hpc kd-tree levelset meshes octree parallel-computing radial-basis-function scientific-computing unstructured-meshes
Language:C++ 114
aboria / Aboria
Enables computations over a set of particles in N-dimensional space
particles meshless molecular-dynamics neighbour-search smoothed-particle-hydrodynamics radial-basis-function fast-multipole-method hierarchical-matrices
Language:C++ 100
optimad / mimmo
Surface manipulation and mesh morphing library
morphing mesh manipulation free-form-deformation radial-basis-function deformation
Language:C++ 93
elcorto / pwtools
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
python sqlite quantum-espresso lammps ase cp2k cpmd postprocessing preprocessing quasi-harmonic-approximation parameter-sweep radial-basis-function kernel-regression kernel-ridge-regression multivariate-regression polynomial-regression radial-distribution-function molecular-dynamics radial-pair-correlation-function
Language:Python 60
kylebeggs / POD-RBF
Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
reduced-order-models proper-orthogonal-decomposition radial-basis-function
Language:Python 43
sigvaldm / localreg
Multivariate Local Polynomial Regression and Radial Basis Function Regression
regression loess lowess radial-basis-function non-parametric kernel-methods multivariate
Language:Python 40
rssalessio / PytorchRBFLayer
Pytorch RBF Layer implements a radial basis function layer in Pytorch. Radial Basis networks can be used to approximate functions.
pytorch radial-basis-function deep-learning neural-networks radial-basis-function-network radial radial-basis
Language:Python 37
raaaouf / RBF_neural_network_python
an implementation of a Radial Basis Function Neural Network (RBFNN) for classification problem.
clustering cnn machine-learning neural-network open-source optimization python radial-basis-function sckiit-learn tensorflow
Language:Python 35
juri117 / surrogate-models
In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German though, sry. :/
thesis python surrogate-models surrogate openmdao kriging latin-hypercube radial-basis-function polynomials halton structural-analysis aircraft-design wing construction
Language:Python 23
ddrous / Updes
Universal Partial Differential Equations Simulator
differentiable-physics mesh-free-methods optimization physics-simulation radial-basis-function
Language:Python 18
erdc / podrbf_nirom
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
model-order-reduction proper-orthogonal-decomposition radial-basis-function non-intrusive data-driven reduced-order-modeling shallow-water-equations greedy-algorithms
Language:Jupyter Notebook 15
erdc / pynirom
Python tools for non-intrusive reduced order modeling
deep-learning model-order-reduction data-driven proper-orthogonal-decomposition dynamic-mode-decomposition neural-odes radial-basis-function
Language:Python 13
JuliaSzymanska / Artificial-Intelligence
Implementing Artificial Neural Network training process in Python
python ai neurons neuron neural-network radial-basis-function kohonen-network kohonen-neural-network kohonen neural-gas k-means color-quantization backtracking-algorithm backtracking aproximation sigmoid-function sigmoid-activation rbf mlp classification
Language:Python 13
vdevmcitylp / probabilistic-neural-network
Probabilistic Neural Network
probabilistic-neural-network radial-basis-function parzen
Language:Python 13
ArmanMaesumi / torchrbf
GPU-Accelerated Radial Basis Function (RBF) Interpolation in PyTorch
gpu-acceleration interpolation pytorch radial-basis-function rbf python numerical-methods
Language:Python 12
datarocksAmy / MATLAB
Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar
deep-learning nueral-networks matlab matlab-toolbox machine-learning artificial-neural-networks gesture-recognition radial-basis-function finance-application narx tdnn gesture-recognizer supervised-learning
Language:MATLAB 9
dongli / fortran-rbf
A Fortran implementation of radial basis function (RBF)
fortran2008 interpolation numerical-methods radial-basis-function
Language:Fortran 9
erdc / node_nirom
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
neural-ode tensorflow model-order-reduction proper-orthogonal-decomposition dynamic-mode-decomposition radial-basis-function
Language:Jupyter Notebook 7
f-z / machine-learning-projects
Predicting wine quality using regression on the well-known UCI data set and more
machine-learning machinelearning machine-learning-algorithms regression linear-regression logistic-regression bayesian-inference radial-basis-function knn-classification gradient-descent bayesian-statistics bayesian-methods bayesian simple-linear-regression gradient-descent-algorithm gradient gradients
Language:Python 6
gmonterovillar / HAMON
Optimization platform based on evolutionary algorithms.
evolutionary-algorithm genetic-algorithm differential-evolution multi-objective-optimization optimization radial-basis-function metamodeling
Language:Python 5
prakHr / NeuralNetworksAndFuzzyLogic
[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic
iris-dataset and-gate-implementation kfold-cross-validation holdout kmeans-clustering xor-neural-network logistic-regression ridge-regression stochastic-gradient-descent maximum-likelihood-estimation maximum-a-posteriori-estimation likelihood-ratio-test multilayer-perceptron-network radial-basis-function stacked-autoencoder extreme-learning-machine keras-models sklearn-metrics cnn-architecture matlab
Language:Jupyter Notebook 5
stanbiryukov / Nyx
Fast and scalable RBF interpolation
rbf interpolation keops jax torch pytorch cuda spatial geospatial linear-algebra sklearn scikit-learn radial-basis-function scipy
Language:Python 5
thieu1995 / EvoRBF
EvoRBF: A Python Library for Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms
classification evolutionary-algorithms genetic-algorithm global-search gradient-free-optimization local-search machine-learning mealpy metaheuristic-algorithms nature-inspired-algorithms neural-network particle-swarm-optimization radial-basis-function radial-basis-function-network regression swarm-intelligence whale-optimization-algorithm gradient-free-rbf
Language:Python 5
belgrades / neural-networks
Basic implementation of FNN and RBF neural networks using tensorflow.
neural-network fnn rbf radial-basis-function tensorflow scikit-learn scikitlearn-machine-learning feedforward-neural-network franke2d
Language:Python 4
martindoff / Radial-basis-TMPC
Learning-based robust tube based MPC of nonlinear systems via difference of convex radial basis functions
difference-of-convex-functions mpc mpc-control radial-basis-function robust-control successive-convex-approximation tube-mpc dc-programming
Language:MATLAB 4
maverickmath / RBF-chaos
A collection of Matlab routines for illustrating methods for identifying Radial Basis Function (Neural) Network models for NARX-type nonlinear dynamical systems from data, incorporating prior information about the system's fixed points.
chaos circuit-simulation matlab nonlinear-dynamics radial-basis-function system-identification
Language:MATLAB 4
mthh / rbf_interp
rust-library radial-basis-function interpolation
Language:Rust 4
mufarooqq / Radial-Basis-Functions-RBF
MATLAB implementations of different learning methods for Radial Basis Functions (RBF)
radial-basis-function rbf rbf-kernel matlab
Language:MATLAB 4
devanshuThakar / Hierarchical-clustering-RBF-NN
This repository contains the implementation of hierarchical clustering and a Radial Basis Function - Neural Network in python. This was done as a part of course of ES 615 : Nature Inspired Computing offered at IIT-Gandhinagar during Semester-I 2021-22.
hierarchical-clustering neural-network radial-basis-function
Language:Python 3
mannasoumya / grnn
basic and simple General Regression Neural Network for NodeJS
javascript learning machine-learning machine-learning-algorithms machinelearning neural-network neural-networks node-js node-module nodejs prediction prediction-algorithm prediction-model radial-basis-function regression regression-algorithms regression-models
Language:JavaScript 3
PhilippThoelke / rbf-net
Visualization of the training process of an RBF network
radial-basis-function rbf-network backpropagation machine-learning
Language:Python 3
chungimungi / A-Multi-Branched-Radial-Basis-Network-Approach-to-Predicting-Complex-Chaotic-Behaviours
Predicting complex chaotic behaviors using Radial Basis Function Neural Networks
attractors chaos-theory neural-network radial-basis-function
Language:Python 2