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mnist-classification

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Shikhargupta /Spiking-Neural-Network

Pure python implementation of SNN

python neural-network mnist-classification spiking-neural-networks spike-time-dependent-plasticity neuromorphic synapse spike-trains neuromorphic-hardware

UpdatedJul 29, 2022
Python

dougbrion /pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

paper pytorch uncertainty mnist classification mnist-classification uncertainty-neural-networks torchvision evidential-deep-learning dirichlet-distributions

UpdatedJan 2, 2024
Python

amitshekhariitbhu /AndroidTensorFlowMNISTExample

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

android machine-learning deep-neural-networks deep-learning tensorflow mnist mnist-classification tensorflow-tutorials deeplearning deep-learning-tutorial tensorflow-models tensorflow-android machine-learning-android tensorflow-model mnist-model

UpdatedJul 20, 2024
Java

zhengyima /mnist-classification

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

machine-learning deep-learning svm scikit-learn cnn python3 pytorch mnist rnn mnist-classification logistic-regression mlp knn

UpdatedOct 16, 2020
Python

hereismari /mnist-android-tensorflow

Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!

android tutorial tensorflow mnist x86 mnist-classification tensorflow-tutorials

UpdatedMay 13, 2018
Java

ksopyla /svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

scikit-learn mnist-classification support-vector-machine svm-mnist svm-mnist-classification scikitlearn-mnist

UpdatedApr 1, 2019
Python

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

Handwritten Digit Recognition using Machine Learning and Deep Learning

machine-learning theano deep-learning random-forest tensorflow keras python-3-5 classification mnist-classification convolutional-neural-networks knn svm-model handwritten-digit-recognition

UpdatedOct 29, 2025
Python

ylsung /pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

visualization mnist-classification adversarial-training cifar10-classification

UpdatedAug 26, 2020
Python

leamoon /StochasticNet

Nerual Network of Stochastic Computing for MNIST Recognition

python minecraft deep-learning redstone mnist-classification stochastic-computing

UpdatedJul 1, 2022
Python

hwalsuklee /tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

tensorflow cnn dropout mnist batch-normalization mnist-classification data-augmentation ensemble-prediction

UpdatedJul 26, 2018
Python

mohammad-ghaderi /mnist-asm-nn

A complete neural network built entirely in x86 assembly language that learns to recognize handwritten digits from the MNIST dataset. No frameworks, no high-level languages - just pure assembly - ~5.3× faster than NumPy

neural-network assembly mnist-classification backpropagation from-scratch low-level-programming neural-networks-from-scratch deep-learning-from-scratch x86-assembly

UpdatedNov 1, 2025
Assembly

mil-ad /snip

Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.

mnist-classification pruning cifar10 pytorch-cnn

UpdatedApr 23, 2019
Python

shaohua0116 /MultiDigitMNIST

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

dataset mnist mnist-classification image-classification meta-learning few-shot-learning

UpdatedJul 2, 2021
Python

tlatkowski /gans-2.0

Generative Adversarial Networks in TensorFlow 2.0

python deep-learning tensorflow python3 generative-adversarial-network gan mnist style-transfer mnist-classification cifar10 tensorflow-models tensorflow-examples cyclegan cifar-10 conditional-gan vanilla-gan fashion-mnist fashionmnist tensorflow2 tensorflow-2

UpdatedNov 22, 2022
Python

YeongHyeon /ResNeSt-TF2

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

UpdatedMay 28, 2021
Python

cxy1997 /MNIST-baselines

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

pytorch vgg mnist-classification lenet densenet resnet googlenet resnext mobilenet shufflenet dual-path-networks senet baselines capsnet mobilenetv2 pnasnet preact-resnet

UpdatedDec 26, 2018
Python

albertnadal /Tensar

A C++ implementation to create, visualize and train Convolutional Neural Networks

c-plus-plus machine-learning neural-network machine-learning-algorithms cnn mnist mnist-classification convolutional-neural-networks cnn-classification

UpdatedNov 29, 2022
C++

hwalsuklee /how-far-can-we-go-with-MNIST

A collection of codes for 'how far can we go with MNIST' challenge

competition convnet mnist vgg rnn mnist-classification ensemble resnet highway-network data-augmentation mnist-model tf-kr

UpdatedMay 7, 2017

m-jovanovic /digit-recognizer

Small neural network framework developed in C#, specialized in digit classification (MNIST dataset)

machine-learning neural-networks mnist-classification

UpdatedAug 10, 2024
C#

hwalsuklee /tensorflow-mnist-MLP-batch_normalization-weight_initializers

MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.

tensorflow mnist batch-normalization mnist-classification xavier weight-initializers he-initializer xavier-initializer he

UpdatedJan 20, 2017
Python

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