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.

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

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.

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.

Single Layer Perceptron predicting Titanic survival, collaborative project.

➿ Includes Single Neuron Implementation and Single Layer(Multi Neuron) Implementation

chronic kidney disease detection using different neural network technique

Artificial Neural Network Algorithms

Language recognition using Perceptrons

My simple and basic implementation of a perceptron using python

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

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

All Machine Learning Algorithms

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

Minimal perceptron implementation to make it suitable for educating DNN

A Java-based single-layer neural network that predicts LLMs affinity using personality traits, with support for Rectified Linear Unit, Sigmoid, and Exponential Linear Unit activation functions.

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