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delta-rule

Here are 7 public repositories matching this topic...

OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis

Updated Jan 17, 2021
Python

bmcmenamin / hebbnets

Playing with biologically plausible deep learning

unsupervised hebbian-learning delta-rule antihebbian-learning oja-rule q-agrel

Updated Mar 19, 2019
Python

danieljordan2 / Classifying-fish-using-NN

Identifying the origin of fish from the growth-ring diameter of scales using Neural Networks

neural-network keras neural-networks classification perceptron delta-rule hebbian-learning-rule

Updated Sep 13, 2022
Python

rileynwong / backprop-neural-net

Implementation of a multi-layer backpropagating neural network algorithm trained with the generalized delta learning rule

machine-learning neural-network backpropagation delta-rule

Updated May 23, 2016
Python

roman656 / SingleLayerPerceptron

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

perceptron delta-rule single-layer-perceptron single-layered-neural-network

Updated Jun 16, 2023
Python

ranjiGT / SigmoidNNets

A simple sigmoid activation function-based neural network using the delta rule.

machine-learning-algorithms python3 neural-networks sigmoid-function delta-rule

Updated May 1, 2021
Python

GiuseppeCannata / Perceptron

Regressione Lineare su Boston Dataset con l'uso del percettrone

regression delta-rule percettrone

Updated Mar 16, 2020
Python

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