An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: single-layer-perceptron

amacaluso/Quantum-Single-Layer-Perceptron

This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, Quantum Computing track.

Language: Python - Size: 8.25 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3

josgard94/perceptron-single-layer

Python implementation of the simple perceptron or also known as a single-layer neural network, is a binary classification algorithm by Frank Rosenblatt based on the neural model of Warren McCulloch and Walter Pitts developed in 1943.

Language: Python - Size: 54.7 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 4

wawanwidiantara/Single-Layer-Perceptron

Single Layer Perceptron predicting Titanic survival, collaborative project.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0

Ruban2205/Machine_learning_fundamentals

This repository contains a collection of fundamental topics and techniques in machine learning. It aims to provide a comprehensive understanding of various aspects of machine learning through simplified notebooks. Each topic is covered in a separate notebook, allowing for easy exploration and learning.

Language: Jupyter Notebook - Size: 2.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

PejperO/NeuralNetwork-Language

NeuralNetwork Language is a console application that uses a single-layer neural network to identify the language of a given text. It trains on data in the trainData folder and predicts the language of texts in the testData folder or manually inputted text. The application supports multiple languages as long as they are correctly labeled.

Language: Java - Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

merkol/CS554

Introduction to Machine Learning and Artificial Neural Networks

Language: Python - Size: 5.77 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

adhamali450/SCO-411-neural-networks-taks

Lab tasks for the 7th semester, Neural Networks (SCO 411) course

Language: Python - Size: 24.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

filorazi/qSLP-quantum-Single-Layer-Perceptron

This repository contains the code to reproduce the results in the paper "A Variational Algorithm for Quantum Single Layer Perceptron" submitted to The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 2

jvsouzx/SLP

Language: Python - Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

aditya-524/DiabetesPredictor-SLP

Implementing, describing and testing a single layer perceptron for predicting diabetes

Language: Jupyter Notebook - Size: 164 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

egesabanci/perceptrons

:fast_forward: This repository contains; very simple implementation of single-layer perceptron structure in several programming languages (educational purposes)

Language: JavaScript - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

yunus-temurlenk/Draw-Digit-and-Recognize

This project contains many topics inside. Please check the video link below for details

Language: C++ - Size: 912 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Felipe-Harrison/perceptron-compBio

Criação de perceptron para classificar dados da base Iris. Projeto criado para a disciplina de Computação bioinspirada

Language: Python - Size: 75.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sourhub226/classification-using-slp

Binary classification of datapoints using Single Layer Perceptron (SLP) algorithm

Language: Python - Size: 121 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vtrembo/Single-Layer-Neural-Network

Language recognition using Perceptrons

Language: Java - Size: 897 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

carolnavya/Neural-Networks

All projects done for CAP6615- NEURAL NETWORKS at UF

Language: Jupyter Notebook - Size: 29.9 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

yunus-temurlenk/Single-Layer-Perceptron

Single Layer Perceptrons are the fundamental of Neural Networks. They are very effective on linearly separable classes.

Language: C++ - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Kareem-Mohamed-Wardany/Single-Layer-Perceptron

Single Layer Perceptron implementation

Language: Python - Size: 200 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AhmedIssa11/Chronic-Kidney-Disease-Detection

chronic kidney disease detection using different neural network technique

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

JulWas797/Perceptron-Jupyter

Python-based implementation of single-layer artificial neuron (Perceptron) in a well-described Jupyter Notebook

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

roman656/SingleLayerPerceptron

[RU] Обучение однослойного перцептрона дельта-правилом. [EN] Training of a single-layer perceptron by the delta rule.

Language: Python - Size: 64.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

kgorro/NeuralNetworkModels

Neural network models

Language: C# - Size: 1.08 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

NourKamaly/DeepLearning-NeuralNetworksAssignments

Language: Jupyter Notebook - Size: 9.25 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

LakhderAmine99/single-layer-neural-network

My simple and basic implementation of a perceptron using python

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

prateekiiest/Building-Artificial-Neural-Networks

Artificial Neural Network Algorithms

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

ANIRUDH-VADERA/ML

Important Ml Codes and Concepts(Sorted)

Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Hurr1/LanguageDeterminer

Single-Layer Neural Network

Language: C++ - Size: 477 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ksaswin/Soft-Computing-Algorithms

This repository contains the python implementations of a few soft computing algorithms.

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mark-antal-csizmadia/slp-mlp

Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

chandukasturi/Neural_Networks

Implemented the concepts of Neural networks as a part of my course work during my graduate studies

Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

alfianhid/Iris-Flower-Classification-using-Single-Layer-Perceptron-with-Python

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

sohanghosh29/Neural-Networks-from-Scratch

Implements neural network models from scratch without any specialized libraries

Language: Python - Size: 37.1 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

shivchander/binary-classifiers

Binary classification using kNN, neighborhood and perceptron from scratch in python. Using the stressed/Not Stressed dataset

Language: Python - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

shawon100/Neural-Network

Neural Network Lab Task

Language: Jupyter Notebook - Size: 894 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 2

yilmazbaysal/facial-expression-recognition

Facial Expression Recognition

Language: Python - Size: 1.61 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

muhammet-mucahit/Artificial-Neural-Networks

:loop: Includes Single Neuron Implementation and Single Layer(Multi Neuron) Implementation

Language: C++ - Size: 45.6 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 0

SparshaSaha/Neural-Nets

Contains work done mainly on Neural Networks and Machine Learning as a part of my interest for Data Science. The codes are in python and uses TensorFlow for Deep learning

Language: Jupyter Notebook - Size: 93.1 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 2

Related Keywords
single-layer-perceptron 37 perceptron 12 python 11 neural-networks 10 multi-layer-perceptron 9 machine-learning 8 neural-network 7 perceptron-learning-algorithm 5 deep-learning 4 single-layered-neural-network 3 convolutional-neural-networks 3 keras 3 artificial-intelligence 3 multilayer-perceptron 3 machine-learning-algorithms 3 artificial-neural-networks 2 mlp 2 backpropagation 2 python3 2 opencv-cpp 2 tensorflow 2 perceptron-neural-networks 2 perceptron-algorithm 2 opencv 2 pjatk 2 recurrent-neural-networks 2 tensor-flow 1 multilayer-perceptron-network 1 deep-neural-networks 1 adaptive-linear-neuron 1 perceptron-concept 1 delta-rule 1 xor-problem 1 jupyter-notebook 1 basic-machine-learning 1 slp 1 supervised-learning 1 nerual-network 1 momentum 1 kidney-disease-prediction 1 kidney-disease 1 tensorflow2 1 algorithm 1 back-propagation 1 youtube 1 tutorials 1 single-layer-perceptron-network 1 perceptrons 1 neighborhood-based 1 knn-classifier 1 knn-classification 1 binary-classification 1 iris-flower-classification 1 hopfield-network 1 neural-network-ruet 1 time-series 1 regression 1 facial-expression-recognition 1 cplusplus 1 gradient-descent 1 generalization-error 1 early-stopping 1 classification 1 bias-variance-tradeoff 1 soft-computing-techniques 1 hebbian-learning-rule 1 pjatk-nai 1 languagedetector 1 cpp17 1 pre-processing 1 multi-layer 1 knn 1 kmeans-clustering 1 heirarchical-clustering 1 decision-trees 1 radial-basis-function 1 mathematics 1 mnist-dataset 1 educational-project 1 educational 1 dlang 1 c-programming 1 diabetes-prediction 1 computer-intelligence 1 quantum-single-layer-perceptron 1 quantum-computing 1 quantum-ai 1 pytorch 1 naive-bayes-classifier 1 autoencoder 1 training-dataset 1 text-classification 1 language-recognition 1 console-application 1 self-organizing-map 1 random-forest-classifier 1 machine-learning-models 1 fuzzy-cmeans-clustering 1 ensemble-learning 1 data-science 1