https://github.com/garciparedes/machine-learning-single-layer-neural-networks

adaline latex machine-learning matlab neural-network octave paper perceptron tex university-of-valladolid

Last synced: 13 Apr 2025

https://github.com/ehtisham-sadiq/gradient-descent-for-adaline-the-first-neural-network

Implementing Gradient Descent for ADALINE: The Original Neural Network

adaline artificial-intelligence data-science deep-learning gradient-descent machine-learning neural-network optimization python3

Last synced: 28 Feb 2025

https://github.com/mjahmadee/adaline_madaline_network

Adaline and Madaline Network

adaline madaline

Last synced: 28 Feb 2025

https://github.com/mjahmadee/machine-learning-and-fault-detection

Machine Learning and Fault Detection

adaline bayes data-processing k-nearest-neighbours kernel kernel-density kernel-density-estimation knn linear-classifier madaline parzen perceptron preprocessing regression widrow-hoff

Last synced: 28 Feb 2025

https://github.com/matlab-deep-learning/animated-adaptive-linear-neuron

Animating how Adaline classification works by minimizing cost. Showing comparison of three kinds of gradient descent.

adaline adaline-model animation classification gradient-descent gradientdescent matlab-deep-learning

Last synced: 27 Feb 2025

https://github.com/simonusher/perceptron

A simple perceptron and Adaline implementation in C++. Created as an assignment for "Selected topics in artificial intelligence" course.

adaline artificial-intelligence cpp neural-network perceptron

Last synced: 25 Feb 2025

https://github.com/sophy8281/ml-agorithms

Implementation of various machine learning algorithms

adaline decision-tree-algorithm genetic-algorithm k-means-clustering k-nearest-neighbours naive-bayes-algorithm perceptron-learning-algorithm reinforcement-learning-algorithms

Last synced: 26 Feb 2025

https://github.com/kunalgupta777/neural-networks

This Repository contains scratch implementation of Soft Computing Lab practicals

adaline associative-memory backpropagation epoch jupyter-notebook matplotlib neuralnets softcomputing

Last synced: 25 Mar 2025

https://github.com/tavneetsingh01/soft-computing-lab-practicals

This Repository contains the lab Programs for On-Going Soft Computing Lab (CSP 3035) Summer 2025

adaline and-gate-implementation csp-3035 or-gate-implementaion preceptron soft-computing

Last synced: 11 Mar 2025

https://github.com/fabianazioti/machine-learning

Machine Learning Supervised Algorithms

adaline knn mlp-classifier perceptron-learning-algorithm

Last synced: 25 Mar 2025

https://github.com/gojax64/adaline-from-scratch

Based on the popular online learning algorithm known as the Least Squares (LMS) algorithm, which was developed by Widrow and Hoff in 1960.

adaline artificial-neural-networks classification

Last synced: 23 Mar 2025

https://github.com/tsopermon/comparison-ml-algorithms

This repository compares the performance of Adaline, Logistic Regression, and Perceptron models on binary classification tasks using linearly, non-linearly, and marginally separable datasets from the Iris dataset. It includes MATLAB implementations, 10-fold cross-validation, and visualizations of decision boundaries and MSE histories.

adaline binary-classification classification-accuracy cross-validation data-visualization decision-boundaries iris-dataset logistic-regression machine-learning matlab mse neural-networks perceptron

Last synced: 15 Mar 2025

https://github.com/apenfe/ia_deeplearning

Aprendizaje sobre IA y DeepLearning

adaline arduino genetic-algorithm machine-learning perceptron

Last synced: 29 Mar 2025

https://github.com/kimaruthagna/learning-machine_learning

Simple highly commented python scripts on some very basic machine learning such as the regression line and training of classifiers. More commits coming soon

adaline backpropagation classifier decision-tree-classifier iris-dataset k-nearest-neighbours knn linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier pandas-dataframe python3 regression sklearn som supervised-learning svm unsupervised-learning

Last synced: 18 Mar 2025