Implementation of the back propagation algorithm in Octave
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Updated
Feb 8, 2017 - MATLAB
Implementation of the back propagation algorithm in Octave
The project involves Hopfield models, supervised learning and unsupervised learning.
My solutions to the programming assignments on Andrew Ng's course on ML.
I haved solved the Parity-4 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Sigmoid has been used as an activation(transfer) function .
Repository that contains the code for the knowledge based system course
Handwritten Digit Recognition - Neural Network - minimizing the cost function (Backpropagation) ---- OCTAVE ----- the exercise details are in ex4.pdf in the repo.
Basic Artificial Neural Network usage on BlackJack card game data with MATLAB
I have developed a simple speech recognition engine based on words using Multilayer perceptrons with Hypebolic tangent activation function and Backpropagation learning algorithm.
Just another BP simulation.
Solutions for the Coursera Machine Learning Course (Andrew Ng).
This repository contains SUPERVISED AND UNSUPERVISED machine learning algorithms like linear regression, logistic regression, svm, backprogation, K-means, PCA
Uses vanilla backpropagation to train a basic multi-layer network to classify digits
I haved solved the Parity-3 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Hyperbolic tangent has been used as an activation(transfer) function .
This program recognises the handwritten number from 0-9 using neural network, The neural network used has 300 hidden layers, and uses backpropogation to improve itself.
Neural networks using Backpropagation
These are the solutions to the programming assigments from Andrew Ng's "Machine Learning" course from Coursera
Cat vs. car detection with multi-layer NN
A multi-layer perceptron that implements the back-propagation algorithm. Hand-coded with no libraries or packages.
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