GitHub topics: backpropagation-learning-algorithm

Repositories

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: 11.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 0

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: about 2 months ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 10

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

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 2 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

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: 15 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 0

petrvacha/Character-recognition-by-neural-network

Back Propagation, Python

Language: Python - Size: 260 KB - Last synced at: 4 days ago - Pushed at: about 14 years ago - Stars: 36 - Forks: 24

Lucifier129/factor-network

A simple factor network implementation written by JavaScript

Language: JavaScript - Size: 35.9 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 540 - Forks: 46

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: 17 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

cserajdeep/ML-Tutorials

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

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - 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: 3 months ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 0

fatimagulomova/deep-learning-course

Deep Learning Courses

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - 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: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

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

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: 3 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

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: 7 months ago - Pushed at: almost 7 years ago - Stars: 136 - Forks: 56

SHIVAMAMBAH/Backpropagation-Algorithm

Backpropagation Algorithm

Size: 42 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

IgnacioPardo/SNN

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

Language: Jupyter Notebook - Size: 108 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 2

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: 11 months ago - Pushed at: 11 months ago - Stars: 1 - 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: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

knibesh/backpropagation_algorithm

AI_Backpropagation Algorithm

Language: C++ - Size: 0 Bytes - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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: 6 days ago - Pushed at: about 1 year ago - Stars: 3 - 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

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

saeid436/Face-Recognition-MLP

Face Recognition using Multilayer Perceptron(MLP) on ORL Dataset

Language: MATLAB - Size: 3.49 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

saeid436/Classifier-Combination

Combine two Classifiers which are trained on different features...

Language: MATLAB - Size: 3.49 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

the-kezian-diary/a-neural-network

A simple neural network Implemented using only NumPy, A simple Codebase to understand the maths of Neural Network, and a few Optimization techniques.

Language: Python - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

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

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: about 1 month ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 0

Kariaki/KotlinNeuralNetworkLibrary

In this project i worked on a neural network api from scratch to help me build reprojects that requires machine learning in neural network.

Language: Kotlin - Size: 43 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

thomastrg/DeepLearningPracticalWorks

Neural networks and deep learning practical works

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - 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

gilbertobastos/perceptron-multicamadas-js

Implementação simples da rede neural Perceptron Multicamadas em Javascript.

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

gilbertobastos/prj_perceptron_multicamadas_seq

Implementação sequencial e simples do Perceptron Multicamadas utilizando o algoritmo backpropagation para o treinamento da mesma.

Language: C - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

fvalle1/neuralC Fork of gabrielefronze/neuralC

Implementation of a neural network

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

umangrmehta/image-orientation-classifier

Identifying Image Orientation using Supervised Machine Learning Models of k-Nearest Neighbors, Adaboost and Multi-Layer Feed-Forward Neural Network trained using Back-Propagation Learning Algorithm

Language: Python - Size: 6.83 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

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: almost 7 years ago - Stars: 2 - Forks: 7

hkhurram147/Coursera-Machine-Learning-Course

An online course on ML taught by Andrew Ng. Introduces algorithms from scratch including regression models, classification, Neural Networks, SVMs, K-Means clustering, and applications such as Photo OCR.

Language: MATLAB - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

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

losedavidpb/kata-ialib

Simple artificial intelligence library

Language: Python - Size: 5.25 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - 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

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

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

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

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

Prakash7895/Character-Recognition-using-Backpropagation

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

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

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: 3 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 2

greenDev7/NeuralNetwork

Реализация алгоритма обратного распространения ошибки для обучения нейронной сети для распознавания рукописных цифр

Language: C# - Size: 51.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

greenDev7/DigitRecognitionCanvas

Created with CodeSandbox

Language: Vue - Size: 1.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Meet0067/BreastCancerDetection

Language: Python - Size: 57.6 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

BrunoFrancesco97/SudokuSolver

Sudoku Solver using a constraint satisfaction approach based on constraint propagation and backtracking and another one based on Relaxation Labeling

Language: Python - Size: 601 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - 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: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

priyanksonis/Signature-verification-using-deep-convolution-neural-network

Signature Verification using Deep Convolution Neural Networks

Language: Python - Size: 19.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

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

vimlord/NNetLibs

A Neural Net library that comes with several training algorithms.

Language: C - Size: 33.2 KB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 1

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: almost 6 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

ankitesh97/NewsGenerator

Rnn (vanial, GRU and LSTM) from scratch

Language: Python - Size: 40 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 2

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

rohitashwachaks/AndrewNG

Programming exercises for the Machine learning course offered by Coursera and Andrew Ng

Language: MATLAB - Size: 26.2 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

najmieh/BackPropagation-NN

Backpropagation Neural Network

Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - 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

RiccardoRiedl/NeuralNetwork

Neural network in C# with fully connected layers and optionally randomized weights and biases. Provides feed forward method for prediction and back propagation implementation for training

Language: C# - Size: 19.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - 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

Nazanin1369/miniFlow

Building a Neural Network from scratch

Language: Python - Size: 9.77 KB - Last synced at: 4 days ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

mxhammadali/Stock-Market-Prediction-Software

Dissertation for BEng degree.

Size: 2.76 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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: about 4 years ago - Stars: 4 - Forks: 3