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backpropagation-algorithm

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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

machine-learning visual-studio ai csharp neural-network cuda cnn supervised-learning gpu-acceleration netstandard convolutional-neural-networks gradient-descent net-framework backpropagation-algorithm classification-algorithims

UpdatedDec 8, 2022
C#

INTERMT /BP-Algorithm

一文彻底搞懂BP算法：原理推导+数据演示+项目实战

machine-learning deep-learning neural-network tensorflow pytorch backpropagation-algorithm

UpdatedJul 2, 2019
Python

saschagrunert /nn

A tiny neural network 🧠

machine-learning haskell neural-network haskell-library neural-networks backpropagation backpropagation-algorithm

UpdatedMay 26, 2018
Haskell

nitin-rathi /hybrid-snn-conversion

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

deep-learning pytorch spiking-neural-networks backpropagation-algorithm snn ann-snn-conversion

UpdatedApr 4, 2021
Python

schneider128k /machine_learning_course

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

machine-learning deep-learning linear-regression feature-extraction logistic-regression convolutional-neural-networks gradient-descent pretrained-models data-augmentation backpropagation-algorithm keras-tensorflow fine-tuning

UpdatedApr 20, 2020
Jupyter Notebook

msubhransu /matrix-sqrt

matrix square root and its gradient

matrix-factorization matrix-functions backpropagation-algorithm spectral-methods

UpdatedSep 13, 2018
MATLAB

petrvacha /Character-recognition-by-neural-network

Back Propagation, Python

neural-network backpropagation-learning-algorithm backpropagation handwriting-recognition backpropagation-algorithm

UpdatedJun 28, 2011
Python

the-lans /NeuroRepository

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

qt framework qtcreator mse qt5 dropout neural-networks trade std backpropagation csv-export neural-nets l2-regularization backpropagation-algorithm neuronal-network backprop neuralnetworks backpropagation-neural-network crossentropy

UpdatedAug 18, 2020
C++

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

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

Neural Network in pure PHP

php machine-learning deep-learning neural-network artificial-intelligence artificial-neural-networks deep-learning-library pure-php backpropagation-learning-algorithm backpropagation backpropagation-algorithm backpropagation-neural-network backpropagation-networks

UpdatedAug 3, 2021
PHP

ethanabrooks /computational-graph

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

algorithm graph matrices backpropagation backpropagation-algorithm

UpdatedFeb 18, 2017
Rust

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

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

machine-learning algorithm ml gradient-descent backpropagation-learning-algorithm proximal-algorithms proximal-operators backpropagation algorithms-implemented matrix-completion backpropagation-algorithm gradient-descent-algorithm stochastic-gradient-descent matlab-implementations signal-processing-algorithms partial-sampling

UpdatedAug 24, 2016
MATLAB

AntoinePassemiers /Beyond-Gradient-Descent

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

neural-networks gradient-descent backpropagation-algorithm second-order-optimization

UpdatedAug 1, 2023
Python

parthendo /Digit-Recognition-ANN

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

matlab first-principles mnist mnist-dataset backpropagation-algorithm

UpdatedOct 27, 2018
MATLAB

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

neural-network mnist mnist-classification convolutional-neural-networks backpropagation backpropagation-algorithm mnist-handwriting-recognition

UpdatedNov 3, 2017
Python

bundit /neural-network-digit-recognition

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

machine-learning cpp cpp11 artificial-intelligence mnist matrix-multiplication neural-networks mnist-dataset artificial-neural-networks feedforward-neural-network convolutional-networks convolutional-neural-networks backpropagation-learning-algorithm digit-recognition convolutional-neural-network backpropagation neural backpropagation-algorithm mnist-handwriting-recognition

UpdatedJun 8, 2019
C++

Tab-ct /MAP-SNN

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

backpropagation-algorithm spiking-neural-network

UpdatedDec 24, 2022
Python

345ishaan /Digit-Classification-using-Numpy

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

neural-network numpy mnist-classification digit-recognition backpropagation-algorithm batchnorm trained mnist-handwriting-recognition onlynumpy

UpdatedJan 31, 2018
Python

xor-neural-network

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.

machine-learning deep-learning neural-network artificial-intelligence neural-networks artificial-neural-networks feedforward-neural-network gradient-descent backpropagation neural-network-example backpropagation-algorithm artificial-intelligence-algorithms back-propagation sigmoid-function xor-problem xor-neural-network feed-forward feed-forward-neural-networks backpropagation-neural-network sigmoid-activation

UpdatedOct 17, 2022
JavaScript

TheAnkurGoswami /Neural-Networks-from-Scratch

Implementation of different neural networks with back-propagation logic.

deep-learning transformers neural-networks backpropagation-algorithm

UpdatedJul 5, 2025
Python

riki95 /Neural-Network-Backpropagation

Implementation of a neural network with backpropagation algorithm

neural-network matlab regression classification regularization momentum backpropagation-algorithm

UpdatedMay 3, 2020
MATLAB

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