rbf-network

There are 1 repository under rbf-network topic.

zhaoyichanghong / machine_learing_algo_python
implement the machine learning algorithms by python for studying
machine-learning deep-learning neural-network kmeans gaussian-mixture-models linear-discriminant-analysis support-vector-machines principal-component-analysis linear-regression logistic-regression adaboost gaussian-discriminant-analysis k-nearest-neighbor decision-tree gbdt rbf-network spectral-clustering collaborative-filtering tf-idf isolation-forest
Language:Python 44
francescoalemanno / KissSmoothing.jl
Easily smooth your data in Julia
filtering interpolation julia kernel-smoothing rbf-network smoothing
Language:Julia 21
nwilliterate / RBF-based-control-for-robot-maniupulator
rbf network based control for robot manipulator
observer rbf-network robot-manipulator
Language:MATLAB 13
kiankhaneghahi / Flexible-Joint-Manipulator-Observer-In-The-Form-Of-A-Stable-Neural-Network
In this project, an observer in the form of a stable neural network is proposed for any nonlinear MIMO system. As a result of experience, this observer utilizes a nonlinear in parameter neural network (NLPNN) which unlike LPNN, supports systems with higher degree of nonlinearity with no pre-knowledge of its dynamics. The learning rule for this neural network is based on the back-propagation method with a small modification. In addition, in order to guarantee the robustness of the observer, an e-modification term is added. Also, it is noted that there are no hard constraints like SPR on this method. Subsequently, the stability of this neural network observer is guaranteed by Lyapunov's direct method. At the end, the simulation results for a flexible-joint manipulator with this observer is demonstrated.
backpropagation control flexible-joint-manipulator lyapunov-stability matlab mimo-systems neural-network nonlinear-systems observer rbf-network recurrent-neural-networks robustness simulink stability-analysis
Language:MATLAB 12
catniplab / vjf
Variational Joint Filtering
bayesian-filtering gaussian-processes online-learning rbf-network state-space-model system-identification variational-bayes
Language:Python 8
LiaoSteve / RBF-NN
learning fuction : y = x1^2 +x2^2
rbf-network
Language:Python 7
justinlovinger / optimal-py-learning
Python machine learning library using powerful numerical optimization methods.
bfgs ensemble-learning gradient-descent l-bfgs linear-regression machine-learning mlp multilayer-perceptron neural-network optimization python rbf-network regression self-organizing-map som supervised-learning
Language:Python 6
Alexdruso / DD2437-ANNDA-Colasanti-Sanvito-Stuart
Lab assignments for the course DD2437-Artificial neural networks and deep architectures at KTH
deep-belief-network hopfield-network kth mlp neural-networks perceptron rbf-network restricted-boltzmann-machine som
Language:Jupyter Notebook 5
artisan1218 / RBF-Network
Python implementation of Radial Basis Function network with no external packages
radial-basis-function-network online-update rbf-network
Language:Jupyter Notebook 5
aliarjomandbigdeli / RBF_net_evolutionary_training
evolutionary-based approach in RBF neural network training
ai classification evolutionary-strategy rbf rbf-classifier rbf-evolutionary rbf-network rbf-regression regression variable-length-chromosome
Language:Python 4
rajlm10 / Pharmacat
A cutting edge Open Source HealthCare app(Android+Web) which utilizes Machine Learning to predict diseases based on Symptoms or Natural Language. Also includes features such as Live Chat with Doctors,Appointment Booking,Possible Drugs you can take and Specialist you can refer to.
bert flask healthcare hugging-face machine-learning ml mysql natural-language-processing nlp open-source random-forest rbf-network socket-io
Language:CSS 4
amoazeni75 / RBF_evolutionary
Training Radial Basis Function Network with the help of ES
radial-basis-function evolutionary-algorithms classification regression training rbf-network genetic-algorithm
Language:Python 3
neelabhsinha / Design-of-Model-Predictive-RBFN-Controller-for-non-linear-plants
This repository contains files related to designing of model predictive RBFN controller for non-linear plants modelled using U-model, using Simulink (MATLAB).
netural-network-controller neural-networks non-linear-control rbf-network
3
PhilippThoelke / rbf-net
Visualization of the training process of an RBF network
backpropagation machine-learning radial-basis-function rbf-network
Language:Python 3
ameerezae / RBF-Network
Radial Basis Function Network Implementation.
keras tensorflow deep-learning radial-basis-function radial-basis-function-network rbf-network rbf-neural-networks python
Language:Jupyter Notebook 2
axelv / KSC_tensorflow
Implementation of clustering network with automatic feature extraction for NILM.
tensorflow clustering spectral-clustering rbf-network kernel-methods scipy
Language:Python 2
eakgun / ISO_OLS_RBF
Generalized Improved Second Order RBF Neural Network with Center Selection using OLS
machine-learning matlab rbf-network rbf-kernel feature-selection levenberg-marquardt grid-search-hyperparameters optimization subset-selection rbfs center-selection rbf-neural-networks ols
Language:MATLAB 2
emadRad / RBF_Network
rbf-network nn
Language:Java 2
henrii1 / wind-turbine-power-curve-modelling
we utilize a novel quantile filtering algorithm, a Radial Basis Function and Multi-layer Perceptron Neural network
quantile-filtering rbf-network mlp-network neural-network ci-fault-detection
Language:Jupyter Notebook 2
MhmDSmdi / Neural-Network-using-RBF-kernel
Implementation of a RBF network using the evolutionary strategy algorithm in order to find optimal weights.
rbf-network evolutionary-algorithms genetic-algorithm deap
Language:Python 1
saeid436 / Multimodal-Gaussian-Distribution-Approximation
Approximation of mixing different gaussian distribution with Self-organizing Map(SoM) and Radial Basis Function(RBF)
function-approximation gaussian-mixture-models matlab radial-basis-function rbf-network self-organizing-map som-clustering unsupervised-learning
Language:MATLAB 1
Alexisjr2001 / DL-Assignments
Assignments from NDM-07-05 :: Neural Networks - Deep Learning University Course, covering Neural Networks, SVM, and RBF Neural Nets.
matplotlib-pyplot neural-networks numpy pandas rbf-network scikit-learn seaborn svm
Language:Jupyter Notebook 0
amanuelanteneh / CFF-Net
Code for the neural networks I helped develop for UVa's spin physics research group.
neural-networks radial-basis-function-network rbf-network
Language:Python 0
Aurissan / RBFApprox
A Python program for function approximation and interpolation using RBF-ANN
python rbf-network
Language:Python 0
ceyhunozkaptan / Radial-Basis-Function
Radial Basis Function (RBF) network implementation from scratch for one input variable, one output variable.
radial-basis-function rbf-network
Language:Python 0
jviquerat / rbf
An RBF network implementation for interpolation
interpolation radial-basis-function rbf rbf-network
Language:Python 0
lidalei / youtube-8m
Algorithms and implementations to participate in Kaggle YouTube-8M Video Understanding Competition
kaggle multi-label multi-label-knn one-vs-rest rbf-network tensorflow youtube-8m
Language:Python 0
nicpoyia / rbf-network
RBF network implementation and demo in Java
rbf-network neural-network neural-networks java machine-learning machine-learning-algorithms rbf rbf-kernel
Language:Java 0
PedroLopesMaia / fingerprinting-lorawan
Repositório do projeto de pesquisa sobre fingerprinting baseado em machine learning. Rede neural RBF treinada para prever coordenadas de dispositivos lora em grandes áreas urbanas.
deep-learning keras-tensorflow pyrthon rbf-network scikit-learn
Language:Python 0
gtrubach / neural-networks
cpp neural-networks hopfield-network kmeans multilayer-perceptron-network rbf-network competitive-network vstest
Language:C++
jiaxiang-cheng / RBF-with-SOM-for-Classification
Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.
rbf-network rbf-classifier som self-organizing-map radial-basis-function neural-network pattern-classification
Language:MATLAB
Mahtab-Shabani / Neural-Network-RBF
matlab matlab-gui neural-network object-oriented-programming rbf rbf-network
Language:MATLAB
najeebuddinm98 / rbfnn_fromscratch
Design and implementation of a simple RBF Neural Network from scratch
deep-learning rbf-network numpy
Language:Jupyter Notebook
Nazarique / RBF
Implementação da Rede Neural Função base radial (FBR, ou RBF do inglês Radial base function) proposta no Projeto prático 6.5 do livro "Redes Neurais Artificiais para engenharia e ciências aplicadas" do autor Ivan Nunes da Silva.
matlab rbf rbf-network
Language:MATLAB

rbf-network

zhaoyichanghong / machine_learing_algo_python

francescoalemanno / KissSmoothing.jl

nwilliterate / RBF-based-control-for-robot-maniupulator

kiankhaneghahi / Flexible-Joint-Manipulator-Observer-In-The-Form-Of-A-Stable-Neural-Network

catniplab / vjf

LiaoSteve / RBF-NN

justinlovinger / optimal-py-learning

Alexdruso / DD2437-ANNDA-Colasanti-Sanvito-Stuart

artisan1218 / RBF-Network

aliarjomandbigdeli / RBF_net_evolutionary_training

rajlm10 / Pharmacat

amoazeni75 / RBF_evolutionary

neelabhsinha / Design-of-Model-Predictive-RBFN-Controller-for-non-linear-plants

PhilippThoelke / rbf-net

ameerezae / RBF-Network

axelv / KSC_tensorflow

eakgun / ISO_OLS_RBF

emadRad / RBF_Network

henrii1 / wind-turbine-power-curve-modelling

MhmDSmdi / Neural-Network-using-RBF-kernel

saeid436 / Multimodal-Gaussian-Distribution-Approximation

Alexisjr2001 / DL-Assignments

amanuelanteneh / CFF-Net

Aurissan / RBFApprox

ceyhunozkaptan / Radial-Basis-Function

jviquerat / rbf

lidalei / youtube-8m

nicpoyia / rbf-network

PedroLopesMaia / fingerprinting-lorawan

gtrubach / neural-networks

jiaxiang-cheng / RBF-with-SOM-for-Classification

Mahtab-Shabani / Neural-Network-RBF

najeebuddinm98 / rbfnn_fromscratch

Nazarique / RBF