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
