Ecosyste.ms: Repos

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GitHub topics: mnist-classification

Repositories

JaroslawHryszko/NeuroBender

NeuroBender, where the mystical powers of mathematical complexity meet the robust stability of autoencoders!

Language: Python - Size: 21.5 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

Abhiek187/MiniBrainAge

An Android app where users draw a number and machine learning does the rest

Language: Kotlin - Size: 9.59 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

ericyoc/adversarial-defense-hnn

A classical-quantum or hybrid neural network with adversarial defense protection

Language: Jupyter Notebook - Size: 4.96 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

mhashim6/neuro

My implementation for the "Make Your Own Neural Network" book's problem.

Language: Python - Size: 4.88 KB - Last synced: 6 days ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

khuyentran1401/MNIST-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

Language: Jupyter Notebook - Size: 15.2 MB - Last synced: 7 days ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

dylanfarrer/FC-vs-CNN

A Jupyter notebook that investigates a Fully Connected NN and a Convolutional NN in the MNIST classification problem.

Language: Jupyter Notebook - Size: 163 KB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

romanmazeev/SwiftForTensorflowExample 📦

Example of using Swift For Tensorflow

Language: Swift - Size: 48.8 KB - Last synced: 7 days ago - Pushed: about 4 years ago - Stars: 5 - Forks: 0

Barsonax/Neuralnetworkfromscratch

Shows how to create a neural network from scratch in C# without a 3th party library

Language: C# - Size: 9.18 MB - Last synced: 7 days ago - Pushed: over 5 years ago - Stars: 4 - Forks: 0

ThinamXx/MNIST_CNN

In this repository, I have used CNN to MNIST Digit Classification Dataset. You can get insights about Convolutional Neural Network and its implementation for Handwritten Digit Classification.

Language: Jupyter Notebook - Size: 214 KB - Last synced: 10 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

cosimoiaia/Tensorflow-Perceptron-Classifier

Language: Python - Size: 1.95 KB - Last synced: 10 days ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1

NajiAboo/CNN_Architecutre_Comparison

Comparing 5 different CNN architectures for MNIST, CIFAR 10 and Flower dataset

Language: Jupyter Notebook - Size: 48.8 KB - Last synced: 11 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

AmishaSomaiya/Machine-Learning

Machine Learning Code Implementations in Python

Language: Python - Size: 36.9 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 4 - Forks: 0

tomtuamnuq/cladec-mnist

An evaluation of the ClaDec architecture to explain layers of convolutional neural networks on the mnist datasets.

Language: Jupyter Notebook - Size: 234 MB - Last synced: 14 days ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

animesh-007/midas_internship_task2

Pytorch solution of MIDAS LAB INTERNSHIP Task 2

Language: Python - Size: 18.5 MB - Last synced: 16 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

Yuki-11/NeuralNetwork

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: 16 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

jesherjoshua/MNIST-model-comparison

This repo contains different models trained using different frameworks on the MNIST dataset

Language: Jupyter Notebook - Size: 52.7 KB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

britannio/pico-mnist

A mnist classifier trained with Tinygrad running on $1 of compute (Raspberry Pi Pico | ArduCAM Pico4ML)

Language: C - Size: 6.91 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

DaniloSbrusi/Rede-Neural-OCR

Projeto de Inteligência Artificial para reconhecer dígitos de imagens em uma rede neural simples

Language: Python - Size: 30.3 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

samoei/ml-playground

A collection of my personal Machine Learning Projects based on PyTorch

Language: Jupyter Notebook - Size: 21.5 MB - Last synced: 17 days ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

Ballpeerawat/Convolutional-Neural-Network-

Predicted for Handwritten

Language: Python - Size: 6.84 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

Tanwar-12/MNIST-Multiclass-Classification

MNIST Multiclass Classification

Language: Jupyter Notebook - Size: 86.9 KB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 6 - Forks: 0

brandonmburroughs/hello-tensorflow

Various Tensorflow scripts

Language: Python - Size: 11.9 MB - Last synced: 17 days ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

daugaard/tensorflow-notebooks

Notebooks with experiments with tensorflow.

Language: Jupyter Notebook - Size: 12 MB - Last synced: 18 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

rishz09/prml-course-project

Handwritten Digit Classification on MNIST Dataset, Utilising Only Traditional Machine Learning Techniques

Language: Jupyter Notebook - Size: 26.9 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

ericyoc/quantum-circuits

Quantum image classification using quantum circuits and variational classifiers on a MNIST dataset.

Language: Jupyter Notebook - Size: 81.1 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

yuvalofek/Deep-Learning

Deep learning projects completed for graduate class ECE472

Language: Jupyter Notebook - Size: 7.01 MB - Last synced: 18 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

YMaher99/Parallelizing-the-Feedforward-Operation-of-Neural-Networks-in-Hadoop-MapReduce

Leveraging the mapreduce paradigm we propose a solution to parallelize the feedforward operation of neural networks in order to speed it up for sufficiently large NN architectures and for sufficiently large datasets. Tested Using the MNIST dataset results can be found in the results.html and results.ipynb files.

Language: HTML - Size: 2.1 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

HannesKimara/ai-notebooks

Notebooks

Language: Jupyter Notebook - Size: 133 KB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

ehvenga/mnist.handwritten.digit.recognition-tensorflow

This Jupyter Notebook demonstrates a TensorFlow model for recognizing handwritten digits using the MNIST dataset, focusing on model construction, training, and accuracy evaluation.

Language: Jupyter Notebook - Size: 321 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

anujdutt9/Handwritten-Digit-Recognition-using-Deep-Learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

Language: Python - Size: 13.4 MB - Last synced: 16 days ago - Pushed: about 1 year ago - Stars: 207 - Forks: 124

nakshatrasinghh/Deep-Learning

Neural Networks with TensorFlow 2 and Keras in Python (Jupyter notebooks included)

Language: Jupyter Notebook - Size: 2.54 MB - Last synced: 20 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

agaraman0/MNIST-Digit-Classifier

MNIST Digit Classifire Using Deep Neural Networks And Convolutional Neural Networks

Language: Jupyter Notebook - Size: 227 KB - Last synced: 20 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

lmelvix/mnist-classification-backprop

MNIST image classification using two layer neural network

Language: Python - Size: 4.88 KB - Last synced: 20 days ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

andreyYaky/pytorch-mnist-digits

Classifier CNN and SelfAttentionCNN for MNIST handwritten digits (achieves 98% testing accuracy)

Language: Jupyter Notebook - Size: 58.6 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

singhsourav0/Deep-Learning-Odyssey

Welcome to the Deep Learning Odyssey! 🚀 This repository contains code of deep neural networks. Here, you'll find code, projects, and resources.

Language: Jupyter Notebook - Size: 2.78 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 1 - Forks: 0

pkarakal/svm

This implements a support vector machine to classify the mnist dataset digits as even or odd

Language: Python - Size: 16.6 KB - Last synced: 21 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

pkarakal/neural-networks

Yet another pytorch implementation of MNIST handwritten digit classification

Language: Python - Size: 14.6 KB - Last synced: 21 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ShettySach/Handwriting-Calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

Language: Jupyter Notebook - Size: 14.9 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 2 - Forks: 0

pranav-gupta-7/Convolutional-Autoencoder-for-Noise-Removal

Convolutional Autotencoder for noise removal and fine tuned vgg16 model to classify denoised images.

Language: Jupyter Notebook - Size: 192 KB - Last synced: 30 days ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

maciejczarnacki/hindbrain.py

Artificial neural network package written in python

Language: Python - Size: 43 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 1 - Forks: 0

amirR01/Federated-Learning

Distributed learning machine using processes

Language: C - Size: 2.97 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

qdevpsi3/quantum-orthogonal-nn

JAX implementation of Classical and Quantum Algorithms for Orthogonal Neural Networks by (Kerenidis et al., 2021)

Language: Python - Size: 243 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 5 - Forks: 2

amitshekhariitbhu/AndroidTensorFlowMNISTExample

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

Language: Java - Size: 15.4 MB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 460 - Forks: 99

LuluW8071/Neural-Network-From-Scratch-Using-Numpy

A linear neural network from scratch using Numpy for training MNIST Dataset

Language: Python - Size: 12.7 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

mafda/ml_with_fastapi_and_streamlit

Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker

Language: Python - Size: 32 MB - Last synced: 18 days ago - Pushed: about 1 year ago - Stars: 19 - Forks: 5

tensorflowters/handwrited-digits-classification

Friendly introduction to machine learning with Tensorflow 2 and Image classification algorithm

Language: Python - Size: 5.9 MB - Last synced: about 1 month ago - Pushed: almost 1 year ago - Stars: 1 - Forks: 0

rwmicro/mnist-ai

Handwriting digits image classification via Machine Learning

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

e-paj/Machine-Learning-Projects-in-R

This repository contains all the projects/case studies done using Machine Learning methods. This is in conjunction with another repository. Difference being that R would be the main software used here

Language: R - Size: 38 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

ay1141982112/MNIST-Classifiers-PyTorch

MNIST PyTorch Classifiers trained on NVIDIA 940MX GPU

Language: Python - Size: 87.1 MB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

dressedfez/julia-mnist

Programm für Vortrag: Einführung in die Künstliche Intelligenz

Size: 36.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

nasserkessas/simple-mnist-neural-network

[WIP] A classic, simple neural network to classify digits from the MNIST database with lots of comments to make it easy to follow.

Language: Python - Size: 15.8 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

prakashchhipa/MNIST-Digit-Recognizer

Solution for CNN based digit recognition on MNIST dataset from Kaggle competition

Language: Python - Size: 15.1 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

chanddu/Classifying-hand-written-digits-MNIST-dataset-

Trained a feedforward network via backpropagation – L2 regularized logistic cost function, sigmoid activation function Obtained a training accuracy of 97.59% and a test accuracy of 95.62

Language: Python - Size: 2.93 KB - Last synced: about 2 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

meenuagarwal/MNIST-Classification-Using-Keras

Using CNN for classification of MNIST data

Language: Python - Size: 18.6 KB - Last synced: about 2 months ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 3

hexcodech/char

Digit recognition with dl4j

Language: TypeScript - Size: 29.7 MB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 3 - Forks: 0

LittleFish-Coder/mnist-classifier-streamlit

A digit classifier demo with streamlit framework

Language: Jupyter Notebook - Size: 1.77 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

dhrubach/mnist-classification-with-cnn

Simple CNN-based architecture to classify the 10 digits (0-9) of 'MNIST' dataset

Language: Jupyter Notebook - Size: 8.79 KB - Last synced: 23 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

enriqueareid/MNIST-Classification

MNIST classification using Convolutional Neural Networks in PyTorch.

Language: Jupyter Notebook - Size: 12.4 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Annarhysa/Digit-Recognition

Building a digit recognizer model with the help of MNIST dataset

Language: Python - Size: 26.6 MB - Last synced: 10 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

dipenchovatiya/Python-Reports

Collection of Python Reports.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced: 2 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

peeush-agarwal/week-based-learning

Collection of cumulative learning on week by week

Language: Jupyter Notebook - Size: 37.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

gvarun20/PYtorch

regression and classification of different dataset

Language: Jupyter Notebook - Size: 205 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4 - Forks: 0

Ayomikun17/Handwritten-digit-recognition

Handwritten digit recognition based on the mnist dataset. Using Functional API approach of Tensorflow and Pygame to build an interactive system

Language: Jupyter Notebook - Size: 121 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

abouabra/Digit-Recognition-with-AI

This repository contains a PyTorch-based model for handwritten digit recognition using the MNIST dataset.

Language: Jupyter Notebook - Size: 36.9 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Helper0x/Fashion_mnist_cnn

Simple script using database fashion mnist and tensorflow

Language: Jupyter Notebook - Size: 5.86 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

AtSourav/mnist_jax_w_hparams_GUI

MLP classifier on the MNIST dataset implemented in JAX with a GUI for entering hyperparameters, and a custom visualization of runs on TensorBoard.

Language: Python - Size: 22.1 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Slangborgh16/mnist-c

Digit classification neural network from scratch in C

Language: C - Size: 111 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

jedt/mnist-streamlit

Machine learning Handwritten digit recognition using the MNIST database and Streamlit

Language: Jupyter Notebook - Size: 4.47 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

SubhashKrYadav/RoadToLearnDeepLearning

Journey to Learn Deep Learning with Pytorch from scratch i.e, from Tensor & Gradients to Advance topic like Generative Adversarial Networks

Language: Jupyter Notebook - Size: 1.61 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

IdrisseAA/MNIST-Audio-Digit-Classifier

We will apply deep learning techniques for the classification of the free-spoken-digit-dataset, akin to an audio version of MNIST.

Language: Python - Size: 15 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Lima001/BCC-TCC

Repositório destinado ao armazenamento e compartilhamento de arquivos apresentados como Trabalho de Conclusão de Curso em Bacharelado em Ciências da Computação.

Language: Python - Size: 56.4 MB - Last synced: about 2 months ago - Pushed: about 2 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: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

Adeel-Intizar/Digits-Recognizer-MNIST-

TensorFlow/Keras Implementation of MNIST Dataset

Language: Jupyter Notebook - Size: 20.7 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ChieBKAI/backpropagation-implementation-from-scratch

MNIST Predictor using Neural Network (no TF/PyTorch, just Numpy)

Language: Jupyter Notebook - Size: 10.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Giac97/Simulazione-Numerica

Github repo for the submission of the codes and notebooks for the LSN course at UNIMI

Language: Jupyter Notebook - Size: 229 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ENSTA-U2IS-AI/optuMNIST

Help us define the Pareto front of small models for MNIST classification. Frugal AI.

Language: Python - Size: 7.81 KB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

liliansteven/LeNet5-implementation

This is an implementation of the LeNet-5 architecture on the Cifar10 and MNIST datasets.

Language: Jupyter Notebook - Size: 340 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

mozhiingithub/Mnist_Classifier

将Mnist手写体识别模型移植安卓demo。

Language: Java - Size: 180 KB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

aadimangla/Fashion-Mnist-Model

Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. We intend Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms. It shares the same image size and structure of training and testing splits.

Language: Jupyter Notebook - Size: 9.21 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0