backpropagation-learning-algorithm | Topic

Topic: "backpropagation-learning-algorithm"

Lucifier129/factor-network

A simple factor network implementation written by JavaScript

Language: JavaScript - Size: 35.9 MB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 540 - Forks: 46

fotisk07/Deep-Learning-Coursera

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Language: Jupyter Notebook - Size: 87.4 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 136 - Forks: 56

prakashjayy/medium_blogs

medium blog supplementaries | Backprop | Resnet & ResNext | RNN |

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 72 - Forks: 44

fotisk07/Image-Classifier

Final Project of the Udacity AI Programming with Python Nanodegree

Language: Jupyter Notebook - Size: 25.7 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 71 - Forks: 46

ankitesh97/Gesture-Recognition-CNN

A CNN model in numpy for gesture recognition

Language: Python - Size: 17.7 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 37 - Forks: 11

petrvacha/Character-recognition-by-neural-network

Back Propagation, Python

Language: Python - Size: 260 KB - Last synced at: 6 days ago - Pushed at: almost 14 years ago - Stars: 36 - Forks: 24

umbertogriffo/Minimalistic-Multiple-Layer-Neural-Network-from-Scratch-in-Python

Minimalistic Multiple Layer Neural Network from Scratch in Python.

Language: Python - Size: 805 KB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 10

Imperial-College-Data-Science-Society/Neural-Networks

ICDSS Machine Learning Workshop Series: Neural Networks

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 7

youness-elbrag/Nano-AutoGrad

Micro-Framework for building and Training Neural Network from Scratch based AutoGrad Engine

Language: Python - Size: 36.9 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 0

lucasb-eyer/Backprop.jl

Textbook implementation of backprop (from the Jacobian point of view) in Julia.

Language: Julia - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 0

vivesweb/rn-Neural-Network-in-pure-PHP-ML-AI

Neural Network in pure PHP

Language: PHP - Size: 592 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 1

clarkzinzow/Machine-Learning-and-Signal-Processing-Algorithms

MATLAB implementations of a variety of machine learning/signal processing algorithms.

Language: Matlab - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: almost 9 years ago - Stars: 8 - Forks: 4

codingXiang/BPN

Language: Python - Size: 1.01 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 4

chen0040/java-ann-mlp

Package provides java implementation of multi-layer perceptron neural network with back-propagation learning algorithm

Language: Java - Size: 177 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 2

Rocky111245/Flux-A-Custom-Educational-Deep-Learning-Framework

This neural network framework, built entirely from scratch in C++, offers a robust educational platform for deep learning. It features a custom matrix library and a handcrafted mathematical gradient computation engine, designed to teach neural networks from first principles. I am the sole developer and contributor to this project.

Language: C++ - Size: 11.5 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 6 - Forks: 0

etrommer/agn-approx

Code for the paper "Combining Gradients and Probabilities for Heterogeneours Approximation of Neural Networks"

Language: Python - Size: 2.18 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

shivang8/Digit-Recognition

Digit Recognition using backpropagation algorithm on Artificial Neural Network with MATLAB. Dataset used from MNSIT.

Language: Matlab - Size: 17.4 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

gilbertobastos/perceptron-multicamadas-js

Implementação simples da rede neural Perceptron Multicamadas em Javascript.

Language: JavaScript - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 3

zavalit/neural-network-example

Scala implementation of multi-layer deep-learning algorithm

Language: Scala - Size: 9.77 KB - Last synced at: 23 days ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 0

naveenkumar-j/weather-prediction-using-backpropagation-algorithm

Back propagation algorithm to predict the weather condition(Sunny, Cold, Cloud, Rainy)

Language: Python - Size: 145 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 2

AjayKadoula/Machine-Learning-LAB-mtech-2nd-sem-assignment

Apriori Algorithm, BackPropagationNeuralNetwork, Genetic Algorithm, K Medoid Algorithm, LogisticRegression, matrix multiplication, MultivariateRegression, PSO Particle Swarm Optimization, Principal Component Analysis, RSA ALGO, SparseMatrixMultiplication, SqrtFunction, Steepest Descent Search, Gradient Descent TSP, abc artificial bee colony algorithm, decision tree classifier, elliptic curve linear regression, logistic regression, rsa algo, support vector machines

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3

sm823zw/Neural-Network-Backprop-using-C

In this repo, the backpropagation algorithm in feedforward neural networks is implemented from scratch using C.

Language: C - Size: 437 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

11808s8/python-neural-network

A simple neural network with backpropagation used to recognize ASCII coded characters

Language: Python - Size: 6.12 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

vrn25/Machine-Learning-Coursera

Solutions to Coursera's Intro to Machine Learning course in python

Language: Jupyter Notebook - Size: 21.8 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 4

bundit/neural-network-digit-recognition

Multi-layered Convolutional Neural Network written in C++11

Language: C++ - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 2

DaHoC/backprop

Derivation of backpropagation of error formula in laTeX

Language: TeX - Size: 266 KB - Last synced at: about 2 years ago - Pushed at: almost 11 years ago - Stars: 4 - Forks: 2

Haleshot/AI-ML-DL-NLP-CV

This Repository consists of programs related to AI-ML-DL-NLP-CV. Few examples include - KNN, Naive Bayes, Decision Trees, EDA etc.

Language: Jupyter Notebook - Size: 84.6 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 3 - Forks: 1

IgnacioPardo/SNN

Simple Neural Network - Inspirado en https://github.com/jonasbostoen/simple-neural-network

Language: Jupyter Notebook - Size: 108 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 2

Cloud-Tech-AI/neural-networks

Implementation of different versions of FeedForward Neural Network in python from scratch. The repository includes, Backpropagation, Dimensionality Reduction with Autoencoder and Word2Vec model (CBOW).

Language: Python - Size: 1.63 MB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

fllaryora/ANN

artificial neural network.

Language: C++ - Size: 62.5 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

mtimjones/backprop

Neural Network demonstration with Backpropagation learning and the Iris dataset.

Language: C - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 6

rajatjain1997/Readr

Readr is a python library using which programmers can create and compare neural networks capable of supervised pattern recognition without knowledge of machine learning. These networks are fuzzy-neuro systems with fuzzy controllers and tuners regulating learning parameters after each epoch to achieve faster convergence.

Language: Python - Size: 25.4 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 2

dstallenberg/NormalFeedForwardNeuralNet

Easy to use neural network library in java

Language: Java - Size: 344 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

IlyasHabeeb/Self_Driving_Car

A Car that Self-Navigates Using Neural Networks Based on Back-Propagation Algorithm

Language: Java - Size: 80 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

maael/node-ann

:computer: A node package implementation of a Artificial Neural Network in JavaScript with Backpropagation learning algorithm.

Language: JavaScript - Size: 41 KB - Last synced at: 7 days ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 0

LuisFelipePoma/Machine_Learning

Learning about the algorithms used in machine learning, along with techniques for training and testing models.

Language: Jupyter Notebook - Size: 17.3 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 0

PrAsAnNaRePo/neural_network

basic neural network implemetation by maths, with back prop

Language: Python - Size: 72.3 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

VarunAnanth2003/Java-Neural-Network

A fully functioning neural network made from scratch in Java without the use of any external libraries. Comes with extended functionality such as L2 regularization, Mini-batch gradient descent, variable activation functions, etc. Fully commented for ease of understanding! Now imported to IntelliJ.

Language: Java - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

ChaitanyaC22/Neural-Network-using-Numpy

Introduction to Neural Networks (Create a neural network using Numpy)

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

yuryalencar/BackpropagationInPython

This algorithm is a backpropagation developed using Python

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 3

devhima/AI-Color-Predictor

Simple neural network with only one layer that learns to classify 2 colors

Language: Python - Size: 4.52 MB - Last synced at: 7 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 7

JBAhire/BackPropNN

Backpropagation implementation using Julia

Language: Julia - Size: 10.7 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

aditya9211/MNIST-Classification-with-NeuralNet

MNIST Handwritten Digits Classification using 3 Layer Neural Net 98.7% Accuracy

Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 3

gabrielfreire/Backpropagation-NeuralNetwork

Java implementarion for a Backpropagation Feedforward Neural Network with more than one hidden layer

Language: Java - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

wichersn/nn_from_scratch

Implements a simple neural network without using neural network libraries.

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 1

Nazanin1369/miniFlow

Building a Neural Network from scratch

Language: Python - Size: 9.77 KB - Last synced at: 3 months ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

damien-mattei/AI_Deep_Learning

Artificial Intelligence, Deep Learning: training an artificial neural network using backpropagation with gradient descent .

Language: Python - Size: 2.43 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Prathameshchakote/MachineLearning-BackPropogation-Algorithm

Implementation of a neural network model with backpropagation algorithmfor image classification using the MNIST dataset, featuring experiments varying learning rates, momentum, hidden units, and training data sizes

Language: Jupyter Notebook - Size: 431 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

rehan-ankalgi-7t2/AI-ML-lab-programs

(VTU) aritficial Intelligence and machine learning practical programs and algorithms

Language: Jupyter Notebook - Size: 380 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ccnlab/leabra

Papers / documentation on Leabra, DeepLeabra, etc

Language: TeX - Size: 444 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

gmongaras/Visualizing_Gradient_Descent_For_BCE_Loss

Using only numpy in Python, a neural network with a forward and backward method is used to classify given points (x1, x2) to a color of red or blue.

Language: Python - Size: 518 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

saeid436/Function_Approximation-MLP

Function approximation using Multilayer Perceptron (MLP)

Language: MATLAB - Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ManindraDeMel/Deep-Deblurring 📦

Utilizing deep learning to deblur images

Language: Python - Size: 14.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

thomastrg/DeepLearningPracticalWorks

Neural networks and deep learning practical works

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kartikchauhan/Optical-character-recognition

Optical character recognition which recognises handwritten digits using neural network. Algorithms applied are Stochastic gradient descent and Back propagation.

Language: Python - Size: 16.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

fellypesb/backpropagation

Implementação do algoritmo backpropagation para machine learning com RNA's

Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

tgll/neuralnetworks-labs

perceptron, backprop, RBF, SOM, hopfield nets, autoencoders (no external ML libs)

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

maxmanus96/Pattern-Recognition

This project made with MATLAB. It's about machine learning. Artificial Neural Network in the form of Multilayer Perceptron.

Language: Mercury - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

sichkar-valentyn/Backpropagation

Backpropagation in Neural Network (NN) with Python

Size: 240 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

WalkingBread/multi-layer-neural-network

Lightweight multi-layer neural network library implemented in pure javascript.

Language: JavaScript - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

akshayush/Feedforward_with_backpropagation_gradient_descent

Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

akshayush/FeedForward-and-BackPropagation-DNN-for-multiclass-classification

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

fvalle1/neuralC Fork of gabrielefronze/neuralC

Implementation of a neural network

Language: C++ - Size: 1.4 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

somefunAgba/deeplearningWithMatlabinPy

Investigating the Behaviour of Deep Neural Networks for Classification

Language: Python - Size: 1.15 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

itsron143/Neural-Network-XOR

Using BackPropagation Algorithm to solve XOR.

Language: Python - Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

swingfox/ann-backpropagation

Artificial Neural Networks using Back Propagation C# Implementation

Language: C# - Size: 11.6 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

Aiden-Jeon/Backpropagtion

Backpropagation with numpy

Language: Python - Size: 736 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

Prakash7895/Character-Recognition-using-Backpropagation

Language: Python - Size: 3.2 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1

sayantansatpati/dlf

Programming Assignments and Projects for Udacity's Deep Learning Foundation Nanodegree

Language: Jupyter Notebook - Size: 213 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

deanone/NeuralNetwork

Implementation of a multilayer, feed-forward, fully-connected neural network trained using the gradient-descent based backpropagation algorithm

Language: C++ - Size: 70.5 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

stanbar/Neural-Network-Gender-Classification

Neural Network project detecting gender from images using backpropagation learning algorithm

Language: Java - Size: 8.41 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

AjinkyaZ/BackProp

A tutorial on Backpropagation in Neural Networks (in progress)

Language: Jupyter Notebook - Size: 126 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

Gaurang18/HandWritten-Digit-Recognition

Language: Matlab - Size: 6.84 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 2

cserajdeep/ML-Tutorials

My repository for python implementation of a few prominent machine learning algorithms

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

fatimagulomova/deep-learning-course

Deep Learning Courses

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Dinakarnayak/DeepLearningAssignments

A collection of deep learning assignments covering RNNs, LSTMs, hyperparameter tuning, regularization, and advanced optimization techniques, providing hands-on experience with state-of-the-art neural network models and training strategies.

Language: Jupyter Notebook - Size: 10 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SHIVAMAMBAH/Backpropagation-Algorithm

Backpropagation Algorithm

Size: 42 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Egxr41k/ConsoleGames

Neural Network for tic-tac-toe game.

Language: C# - Size: 6.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

abisliouk/IE678-DeepLearning-Assignments

This is a repository with the assignments of IE678 Deep Learning course at University of Mannheim.

Language: Jupyter Notebook - Size: 25 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Herqules/Machine-Learning-Models

A comprehensive suite of Python-based machine learning models for predictive analytics, employing different evolutionary algorithms for data analysis across various topics.

Language: Python - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mbofos01/BackPropagation-XOR

A Java implementation of Back Propagation using Java solving the XOR example.

Language: Java - Size: 3.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shaz-5/back-propagation

A python implementation of a basic backpropagating neural network. This project serves as an educational example of a neural network training process. The code demonstrates the forward and backward passes of a neural network, weight adjustments, and how it converges to a target value. It can be a useful reference for anyone looking to understand th

Language: Jupyter Notebook - Size: 155 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0