Sergio0694/NeuralNetwork.NET

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Language: C# - Size: 13.1 MB - Last synced at: about 7 hours ago - Pushed at: over 2 years ago - Stars: 558 - Forks: 87

nitin-rathi/hybrid-snn-conversion

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Language: Python - Size: 60.5 KB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 100 - Forks: 26

petrvacha/Character-recognition-by-neural-network

Back Propagation, Python

Language: Python - Size: 260 KB - Last synced at: 7 days ago - Pushed at: almost 14 years ago - Stars: 36 - Forks: 24

c4pub/mlpup

Multi-Layer Perceptron Implementation

Language: Python - Size: 17.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

zombieTDV/CNN_and_Beta-VAE-

CNN and Beta-VAE implementation. Only Numpy as the main library.

Language: Python - Size: 132 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kanavgoyal898/evoGrad

evoGrad is a lightweight automatic differentiation engine designed to help users understand autograd concepts and neural network operations. It offers a minimal framework for gradient computation and backpropagation, making it an ideal tool for beginners to explore deep learning fundamentals.

Language: Python - Size: 1.41 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SHIVAMAMBAH/Backpropagation-Algorithm

Backpropagation Algorithm

Size: 42 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ChanLumerico/autoprop

Auto Propagation System for Complex Neural Networks of Luma Python library

Language: Python - Size: 37.1 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

saschagrunert/nn

A tiny neural network 🧠

Language: Haskell - Size: 13.7 KB - Last synced at: 26 days ago - Pushed at: almost 7 years ago - Stars: 127 - Forks: 5

Nugine/bpnn-rs

An implementation of BPNN in Rust

Language: Rust - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

dedhiaparth98/backpropagation-in-numpy

Classification on MNIST dataset using Dense Neural Network with backpropagation in Numpy

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likhitha-pallerla/neural-networks_classification-iris

Artificial Neural network, backpropogation algorithm using gradient descent to train a Feed-Forward Neural Network (1 hidden layer)-- Classification - Classify Flowers (IRIS data set).

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ahmadbougham/Backpropagation-and-F-adjoint

The main goal of this project is to implement the well-known backpropagation algorithm in an easy manner based on the idea of the F-adjoint propagation.

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claick-oliveira/neural-network-bike-prediction

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m1samuel/MNISTbackprop

Tanh hidden activations, softmax outputs and cross-entropy error.

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AntoinePassemiers/Beyond-Gradient-Descent

Minimalist deep learning library with first and second-order optimization algorithms made for educational purpose

Language: Python - Size: 3.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 3

ethanabrooks/computational-graph

Efficiently performs automatic differentiation on arbitrary functions. Basically a rudimentary version of Tensorflow.

Language: Rust - Size: 48.5 MB - Last synced at: 5 days ago - Pushed at: about 8 years ago - Stars: 12 - Forks: 1

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

Neural Network in pure PHP

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schneider128k/machine_learning_course

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

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dbrcina/BSc-Thesis-FER-2019-20

BSc Thesis at FER-2019/20 led by doc. dr. sc. Marko Čupić

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dbrcina/NENR-FER-2020-21

Homework solutions for Fuzzy, Evolutionary and Neuro-computing ("Neizrazito, evolucijsko i neuro računarstvo") course at FER 2020/21 led by doc. dr. sc. Marko Čupić

Language: Java - Size: 4.48 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

px100/Neurofish

Integrating backpropagation neural network in Stockfish

Language: C++ - Size: 345 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

kaushikpavani/neural_networks_in_python

Implementation of neural networks from scratch using Python

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Tab-ct/MAP-SNN

Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

openworld42/Backpropagation

Neural backpropagation with examples and training (Java)

Language: Java - Size: 403 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Maulishri/Bike-Sharing

A neural network to predict daily bike rental ridership from the given dataset. Decions made on the data analysis and visualization results.

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the-lans/NeuroRepository

Фреймворк для построения нейронных сетей, комитетов, создания агентов с параллельными вычислениями.

Language: C++ - Size: 72.3 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 8

rotcev/basic-java-neural-network

A basic implementation of a neural network in java, with back-propagation. Created for learning purposes.

Language: Java - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 9 years ago - Stars: 4 - Forks: 0

INTERMT/BP-Algorithm

一文彻底搞懂BP算法：原理推导+数据演示+项目实战

Language: Python - Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 144 - Forks: 88

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

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daamanmeet/Deep_learning

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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

amhsirak/backpropagation

Backpropagation algorithm from scratch

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Mohamed-Galloul/Deep-Learning-Nanodegree-Projects

This a repo for the projects I completed during my Deep Learning Udacity Nanodegree.

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msubhransu/matrix-sqrt

matrix square root and its gradient

Language: Matlab - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 47 - Forks: 10

raspberrysans/neuralnet-with-backpropagation

backpropagation algorithm with one hidden layer using MNIST Handwriting Digits

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avijit1258/pattern_recognition

Language: C++ - Size: 16.7 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

melchisedech333/xor-neural-network

🤖 Artificial intelligence (neural network) proof of concept to solve the classic XOR problem. It uses known concepts to solve problems in neural networks, such as Gradient Descent, Feed Forward and Back Propagation.

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larc/backpropagation

backpropagation algorithm

Language: C++ - Size: 11.6 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

adamhutchings/cml

A machine learning library written in C. From scratch, zero dependencies (except for the C standard library).

Language: C - Size: 12.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mdarm/machine-learning-coursework

Coursework on Neural Networks for the Μ124 - Machine Learning course, NKUA, Fall 2022.

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pushpulldecoder/Gradient-Descent-Scratch

Language: Jupyter Notebook - Size: 468 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

Prashant812/optimizers-and-autoencoders

Training the fully connected neural network (FCNN) using different optimizers for the backpropagation algorithm and compare the number of epochs that it takes for convergence along with their classification performance. Also building an autoencoder to obtain the hidden representation and use it for classification.

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dserbano/machine_learning_smartnet_2

2nd Project of Course 'Machine Learning' of the SMARTNET programme. Taken at the National and Kapodistrian University of Athens.

Language: Python - Size: 34.1 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

marinomaria/UBA-redes_neuronales

Trabajos Prácticos de la materia Redes Neuronales de la Universidad de Buenos Aires, cursada el primer cuatrimestre de 2023.

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roman656/MultiLayerPerceptron

[RU] Обучение многослойного перцептрона с одним скрытым слоем методом обратного распространения ошибки. [EN] Training of a multilayer perceptron with one hidden layer by the back-propagating errors method.

Language: Python - Size: 42 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

bennigeir/backpropagation

Implementation of the back-propagation algorithm using only the linear algebra and other mathematics tool available in numpy and scipy.

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

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

abhik1698/MachineLearning-Algorithms

VTU Machine Learning lab programs in Python (2015 SCHEME)

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jerryzhu94/ArtificialNeuralNetwork

Generates an neural network by using the back propagation algorithm. Accuracy testing included.

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

afmika/Neurons

My custom implementation of the backpropagation algorithm used in artificial neural networks written in javascript

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

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

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parthendo/Digit-Recognition-ANN

Training an artificial neural network using back-propagation on MNIST dataset

Language: Matlab - Size: 48.6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 6

ytobi/predicting-bike-sharing-patterns

A neural network trained for predicting bike sharing patterns

Language: Jupyter Notebook - Size: 606 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

mmz33/NN-From-Scratch

Neural Network implementation with Numpy

Language: Python - Size: 82 KB - Last synced at: about 2 months 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: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

riki95/Neural-Network-Backpropagation

Implementation of a neural network with backpropagation algorithm

Language: MATLAB - Size: 137 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

345ishaan/Digit-Classification-using-Numpy

MNIST Classification using Neural Network and Back Propagation. Written in Python and depends only on Numpy

Language: Python - Size: 23.2 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

gabrielegilardi/FeedForwardNN

Multivariate Regression and Classification Using a Feed-Forward Neural Network and Gradient Descent Optimization.

Language: Python - Size: 879 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

parham1998/Neural-Network

Implementation of some simple Neural-Networks for binary classification with newff toolbox in Matlab

Language: MATLAB - Size: 293 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

TimoFlesch/iiccsss_intro2nnets

teaching material for my 2h graduate-level crash course on artificial neural networks

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saratbhargava/ECE239AS-Neural-Networks-and-Deep-Learning-UCLA

These Codes are written as part of Neural Networks and Deep learning course at UCLA.

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sichkar-valentyn/Backpropagation

Backpropagation in Neural Network (NN) with Python

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

DhilipSanjay/ANN-with-Momentum

Artificial Neural Networks with Back Propagation & Momentum (No external libraries used)

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leejiaj/Backpropagation-Algorithm-Neural-Networks

Implementing the backpropagation algorithm for Neural Networks

Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

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: about 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

agnivchtj/ANN

Develop an Artificial Neural Network that can classify inputs based on a number of features

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charan89/Digit_recognition_numpy

Making Neural network model from scratch for prediction of digit classification. Its built from scratch using feedforward and backpropagation loops using numpy arrays.

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abhijat01/autodiff.light

Light weight computational framework for deep neural networks

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mnementh64/neuralnetwork

Standard neural network implementation

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

Harshpatel44/Dynamic__Neural_Network

Machine Learning Assignments repository

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JuiceFV/FeedforwardNeuralNetwork

Simple Feedforward Neural Network with Backpropagation Algorithm

Language: C++ - Size: 396 KB - Last synced at: about 2 years ago - Pushed at: over 5 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

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

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DavidCico/Self-implementation-of-a-backpropagation-algorithm

A backpropagation algorithm is implemented in Python from scratch to perform a classification analysis.

Language: Python - Size: 155 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

wikke/neural_network_from_scratch

Neural network/Back Propagation implemented from scratch for MNIST.从零开始实现神经网络和反向传播算法，识别MNIST

Language: Python - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 0

rohanbanerjee/XORal-network

A Numpy based implementation to understand the backpropagation algorithm using the XOR Problem.

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

marcosdg/NeuralNet

Neural Net using Backpropagation with momentum.

Language: Java - Size: 10.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Hardik3296/DigitRecognition

Language: Matlab - Size: 111 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

leehan40/cs549Hw3Backpropagation

A.I. Backpropagation

Language: Java - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 2

cache117/cs478-backpropagation

Language: Java - Size: 169 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

Ivaskuu/My-first-Neural-Network

This is my first Backpropagation Neural Network program in Processing (Java).

Language: Processing - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

m-lh/simple_and_naive_tensorflow

反向传播算法的简单实现，对照了tf的api

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