multilayer-perceptron-network

This is the implementation of a simulator that classifies 2D data into two classes or multi-classes using a multi-layer perceptron (MLP). It was developed using Visual C++ and it can be used for learning and understanding Artificial Neural Network concepts.

artificial-neural-networks mlp ann multilayer-perceptron-network

Updated Feb 6, 2021
C++

StarlangSoftware / Classification-CPP

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Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm support-vector-machine-svm bagging-trees autoencoder-classification classification-algorithms

Updated May 9, 2024
C++

TennisGazelle / CUDA-CapsuleNetwork-Methods

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A clean, pure C++/CUDA implementation of Capsule Networks, no cuDNN, TF, Keras, or libraries.

gpu cuda slurm multithreading convolutional-neural-networks sequential neural-nets multilayer-perceptron-network parallel-programming gpu-programming momentum-model mlp-networks capsnet capsule-networks capsule-net

Updated Mar 3, 2020
C++

tarcisio-marinho / NeuralNetFromScratch

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Neural network from scratch with C++ and Python

machine-learning neural-network machine-learning-algorithms artificial-intelligence neural-networks perceptron neuralnetwork multilayer-perceptron-network

Updated Mar 11, 2019
C++

Astrodynamic / MultilayerPerceptron-in-Qt-CPP

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MultilayerPerceptron Project is a C++ implementation of a multilayer perceptron capable of classifying handwritten Latin alphabet images with 2 to 5 hidden layers. Built with the MVC pattern and Qt library, it requires C++17, CMake, Qt5 Widgets/Charts, and Google Test library. The program can be customized and features options.

machine-learning gui qt cmake ui neural-network cpp makefile image-classification cpp17 mlp multilayer-perceptron-network multilayer-perceptron cpp-programming

Updated May 9, 2023
C++

lounisB / mimetik

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Machine learning software

c-plus-plus machine-learning deep-learning neural-network artificial-intelligence perceptron ia multilayer-perceptron-network multilayer-perceptron

Updated Feb 20, 2019
C++

harrypaas1 / fast-neural-network

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fast, easy to use c++ neural network for arff files

machine-learning neural-network cpp regression artificial-intelligence classification arff multilayer-perceptron-network multilayer-perceptron intel-mkl-library arff-files

Updated Mar 22, 2023
C++

msanpe / MLP-NeuralNetwork

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machine-learning algorithm deep-learning neural-network regularization perceptron gradient-descent normalization multilayer-perceptron-network

Updated Mar 20, 2017
C++

abensaju / xnet

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xnet is a header only library for multilayer perceptron

machine-learning neural-networks multilayer-perceptron-network

Updated Sep 25, 2021
C++

DenisMedeiros / ArtificialNeuralNetworks

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An implementation of class artificial neural networks in modern C++

artificial artificial-neural-networks networks perceptron ann neural multilayer-perceptron-network

Updated May 7, 2021
C++

samuelohterion / AlgebraWithSTL

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some multi layer perceptrons MLPs as examples for use of algebra.hpp, a small collection of overloadings for a convenient use of std::vector as mathemtical object

algebra math matrix stl matrix-functions xor multilayer-perceptron-network vector-math