backpropagation-learning-algorithm

There are 3 repositories under backpropagation-learning-algorithm topic.

• Lucifier129 / factor-network

  A simple factor network implementation written by JavaScript

  neural-networkneuroevolutionflappy-birdbackpropagation-learning-algorithm
  Language:JavaScript 542

• fotisk07 / Deep-Learning-Coursera

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

  aibackpropagationbackpropagation-learning-algorithmcnn-classificationcnn-for-visual-recognitiondeep-learningdeep-neural-networksdeeplearning-aigradient-descentjupyter-notebookkeraskeras-neural-networkslstm-neural-networksmatplotlibmusic-generationneural-networknumpy-tutorialpoetry-generatorrnntensorflow
  Language:Jupyter Notebook 135

• prakashjayy / medium_blogs

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

  backpropagation-learning-algorithmrnn-tensorflowresnetresnextblog
  Language:Jupyter Notebook 73

• fotisk07 / Image-Classifier

  Final Project of the Udacity AI Programming with Python Nanodegree

  aibackpropagation-learning-algorithmdeeplearninggradient-descentimage-classificationimage-recognitionmatplotlibneural-networksnumpyperceptron-learning-algorithmpythonpython3pytorchpytorch-implmentionudacityudacity-ai-nanodegreeudacity-nanodegree
  Language:Jupyter Notebook 72

• ankitesh97 / Gesture-Recognition-CNN

  A CNN model in numpy for gesture recognition

  cnn-modelgesture-recognitiongesture-recognition-cnnbackpropagation-learning-algorithmdeep-learninggesture-detectionnumpymachine-learningconvolutional-neural-networksgesturegesture-recognizercnncnn-classification
  Language:Python 39

• petrvacha / Character-recognition-by-neural-network

  Back Propagation, Python

  neural-networkbackpropagationbackpropagation-learning-algorithmbackpropagation-algorithmhandwriting-recognition
  Language:Python 34

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

  Minimalistic Multiple Layer Neural Network from Scratch in Python.

  neural-networkneural-networksneural-network-examplegradient-descentperceptronclassificationregressionbackpropagationbackpropagation-learning-algorithmdeep-learningdeep-neural-networksdepplearningdeep-learning-algorithms
  Language:Python 25

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

  ICDSS Machine Learning Workshop Series: Neural Networks

  neural-networkspythonnumpybackpropagation-learning-algorithmcomputational-graphs
  Language:Jupyter Notebook 17

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

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

  machine-learningalgorithmmatlab-implementationssignal-processing-algorithmsalgorithms-implementedmlproximal-algorithmsproximal-operatorsgradient-descentgradient-descent-algorithmstochastic-gradient-descentbackpropagationbackpropagation-learning-algorithmbackpropagation-algorithmmatrix-completionpartial-sampling
  Language:MATLAB 10
• rn-Neural-Network-in-pure-PHP-ML-AI

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

  Neural Network in pure PHP

  neural-networkmachine-learningdeep-learningdeep-learning-libraryartificial-intelligenceartificial-neural-networksbackpropagationbackpropagation-learning-algorithmbackpropagation-algorithmbackpropagation-neural-networkbackpropagation-networkspure-phpphp
  Language:PHP 8

• chen0040 / java-ann-mlp

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

  neural-networkmulti-layer-perceptronbackpropagation-learning-algorithmjavamlpmlp-regressionclassifiermlp-classifier
  Language:Java 7

• codingXiang / BPN

  machine-learning-algorithmsbackpropagation-learning-algorithmpythonnumpy
  Language:Python 7

• gilbertobastos / perceptron-multicamadas-js

  Implementação simples da rede neural Perceptron Multicamadas em Javascript.

  redes-neurais-artificiaisneural-networkperceptronmultilayer-perceptron-networkjavascriptbackpropagationbackpropagation-learning-algorithmfeedforward-neural-networkfeedforward
  Language:JavaScript 6

• shivang8 / Digit-Recognition

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

  digit-recognitionmatlabartificial-neural-networksbackpropagation-learning-algorithmmnsit
  Language:MATLAB 6

• sm823zw / Neural-Network-Backprop-using-C

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

  neural-networkbackpropagation-learning-algorithmbackpropagation-neural-networkcdata-structuresalgorithms
  Language:C 6

• bundit / neural-network-digit-recognition

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

  artificial-intelligenceartificial-neural-networksbackpropagationbackpropagation-algorithmbackpropagation-learning-algorithmconvolutional-networksconvolutional-neural-networkconvolutional-neural-networkscppcpp11digit-recognitionfeedforward-neural-networkmachine-learningmatrix-multiplicationmnistmnist-datasetmnist-handwriting-recognitionneuralneural-networks
  Language:C++ 5
• Nano-AutoGrad

  deep-matter / Nano-AutoGrad

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

  backpropagation-learning-algorithmderimathematical-modellingneural-network
  Language:Python 5

• etrommer / agn-approx

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

  approximate-computingconvolutional-neural-networksenergy-efficiencymachine-learningneural-networkspaper-implementationspythonpytorchpytorch-lightningsciencebackpropagation-learning-algorithmmlflowstatistics
  Language:Python 5

• zavalit / neural-network-example

  Scala implementation of multi-layer deep-learning algorithm

  scalamachine-learningneural-networkbackpropagation-learning-algorithm
  Language:Scala 5

• 11808s8 / python-neural-network

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

  pythonpython3asciineural-networkrede-neuralredes-neurais-artificiaisartificial-neural-networksbackpropagationbackpropagation-learning-algorithmbackpropagation-neural-networksigmoid-functionsigmoid-activationmatplotlibmatplotlib-figuresroc-curveroc-plotneural-net
  Language:Python 4

• 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

  abcalgorithmsapriori-algorithmartificialbeecolonybackpropagation-learning-algorithmdecision-treesgenetic-algorithmkmedoids-clusteringlearninglogimachinemachine-learningmachine-learning-algorithmsmachinelearningpso-algorithmrsasupport-vector-machines
  Language:Jupyter Notebook 4

• DaHoC / backprop

  Derivation of backpropagation of error formula in laTeX

  backpropagation-learning-algorithmmachine-learningtex
  Language:TeX 4

• mtimjones / backprop

  Neural Network demonstration with Backpropagation learning and the Iris dataset.

  neural-networkbackpropagation-learning-algorithmmachine-learning-algorithmssupervised-learning
  Language:C 4

• vrn25 / Machine-Learning-Coursera

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

  machine-learningmachine-learning-algorithmsneural-networksjupyter-notebookspython-3numpymatplotlibk-means-clusteringpca-implementationdata-compressionsupport-vector-machinesmachine-learning-designmachine-learning-curvesbackpropagation-learning-algorithmregularized-linear-regressionregularized-logistic-regressiongradient-descent-algorithmfeature-normalizationanomaly-detection-algorithmrecommender-systems
  Language:Jupyter Notebook 4

• aditya9211 / MNIST-Classification-with-NeuralNet

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

  mnist-classificationmnist-digitsneural-netsneural-networkspythonbackpropagation-learning-algorithmbackpropagationsgd-optimizerstochastic-gradient-descentmomentummini-batch-gradient-descentdeskewpcadimensionality-reductionartificial-neural-networkspython2mnist-handwriting-recognitionimage-classification
  Language:Python 3

• Cloud-Tech-AI / neuralnetworks

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

  backpropagation-learning-algorithmautoencoderword2vec-modelcbow
  Language:Python 3

• dstallenberg / NormalFeedForwardNeuralNet

  Easy to use neural network library in java

  aimachine-learningmachine-learning-algorithmsneural-networkneural-networksneural-netsfeedforward-neural-networkbackpropagationbackpropagation-learning-algorithmartificial-intelligenceartificial-neural-networksjavaapilibrarylearning
  Language:Java 3

• fllaryora / ANN

  artificial neural network.

  neuronal-networkbackpropagation-learning-algorithmbackpropagation-neural-network
  Language:C++ 3
• SNN

  IgnacioPardo / SNN

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

  artificial-intelligencebackpropagation-learning-algorithmneural-networkpython3
  Language:Jupyter Notebook 3

• IlyasHabeeb / Self_Driving_Car

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

  self-driving-carmachine-learningneural-networksbackpropagation-learning-algorithmandroid-applicationandroid-studiooctaveandrew-ng-course
  Language:Java 3

• Jason2Jason / BP-Network-for-Stock

  Use the BP Network to predict and choose stock

  neural-networkbackpropagation-learning-algorithm
  Language:Python 3

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

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

  backpropagation-learning-algorithmbackpropagation-neural-networkmachinelearningmachinelearningprojectspythonweather-dataweather-forecastweather-information
  Language:Python 3

• 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.

  machine-learningmachine-learning-algorithmsbackpropagation-learning-algorithmfuzzy-logic-controllibrary
  Language:Python 3

• 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.

  machine-learningbackpropagation-learning-algorithmbackpropagationneural-networkground-up
  Language:Java 3

• WalkingBread / multi-layer-neural-network

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

  machine-learningmlneural-networkneural-networksmulti-layer-networksmulti-layer-perceptronjava-scriptjavascriptbackpropagationbackpropagation-learning-algorithm
  Language:JavaScript 3

• 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

  backpropagationbackpropagation-learning-algorithmdigitclassifiergradient-descentmachine-learning-algorithmsmnist-classificationmnist-datasetneural-networknumpypandasperceptronpythonpython3seaborn
  Language:Jupyter Notebook 2