An open API service providing repository metadata for many open source software ecosystems.

Topic: "mnist-classification"

Shikhargupta/Spiking-Neural-Network

Pure python implementation of SNN

Language: Python - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 910 - Forks: 308

dougbrion/pytorch-classification-uncertainty

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

Language: Python - Size: 9.45 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 468 - Forks: 63

amitshekhariitbhu/AndroidTensorFlowMNISTExample

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

Language: Java - Size: 15.4 MB - Last synced at: 17 days ago - Pushed at: 11 months ago - Stars: 463 - Forks: 97

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)

Language: Python - Size: 1.01 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 330 - Forks: 93

hereismari/mnist-android-tensorflow

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

Language: Java - Size: 52.2 MB - Last synced at: 22 days ago - Pushed at: about 7 years ago - Stars: 328 - Forks: 66

ksopyla/svm_mnist_digit_classification

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

Language: Python - Size: 67.4 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 257 - Forks: 102

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

Handwritten Digit Recognition using Machine Learning and Deep Learning

Language: Python - Size: 13.4 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 249 - Forks: 134

ylsung/pytorch-adversarial-training

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

Language: Python - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 229 - Forks: 64

hwalsuklee/tensorflow-mnist-cnn

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

Language: Python - Size: 168 MB - Last synced at: 29 days ago - Pushed at: almost 7 years ago - Stars: 202 - Forks: 96

leamoon/StochasticNet

Nerual Network of Stochastic Computing for MNIST Recognition

Language: Python - Size: 120 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 172 - Forks: 8

mil-ad/snip

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

Language: Python - Size: 24.4 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 105 - Forks: 15

shaohua0116/MultiDigitMNIST

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

Language: Python - Size: 648 KB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 91 - Forks: 17

tlatkowski/gans-2.0

Generative Adversarial Networks in TensorFlow 2.0

Language: Python - Size: 76.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 78 - Forks: 14

cxy1997/MNIST-baselines

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

Language: Python - Size: 48.3 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 69 - Forks: 21

YeongHyeon/ResNeSt-TF2

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

Language: Python - Size: 1.2 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 67 - Forks: 17

albertnadal/Tensar

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

Language: C++ - Size: 9.34 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 63 - Forks: 8

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

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

Size: 136 KB - Last synced at: 2 months ago - Pushed at: about 8 years ago - Stars: 61 - Forks: 13

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.

Language: Python - Size: 1.62 MB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 55 - Forks: 17

m-jovanovic/digit-recognizer

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

Language: C# - Size: 96.2 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 54 - Forks: 12

aliakbar09a/mnist_digits_classification

Digit Classifier trained on MNIST and tested using webcam.

Language: Python - Size: 34.4 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 52 - Forks: 20

mcabinaya/Digital-Image-Processing

My works for EE 569 - Digital Image Processing - Spring 2018 - Graduate Coursework at USC - Dr. C.-C. Jay Kuo

Language: C++ - Size: 238 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 48 - Forks: 18

floydhub/mnist

Pytorch mnist example

Language: Python - Size: 324 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 43 - Forks: 24

jaehosung/tensorflow-mnist-tutorial

MNIST classification in Tensorflow using Django

Language: Jupyter Notebook - Size: 55.2 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 39 - Forks: 15

Yangyangii/DANN-pytorch

Implementation of DANN with pytorch

Language: Jupyter Notebook - Size: 570 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 38 - Forks: 14

BlackHC/mnist_by_zip

Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 36 - Forks: 2

cmasch/zalando-fashion-mnist

Evaluation of fashion-MNIST with a simple cnn

Language: Jupyter Notebook - Size: 31.1 MB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 34 - Forks: 15

xuankuzcr/robomaster_mnist

[RoboMaster2017] Handwritten numerals and digital tube recognition.

Language: C++ - Size: 129 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 6

bat67/TibetanMNIST

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集(TibetanMNIST)的图像分类处理与各种好玩的脑洞~

Language: Jupyter Notebook - Size: 109 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 12

Sanjana7395/static_quantization

Post-training static quantization using ResNet18 architecture

Language: Jupyter Notebook - Size: 85.9 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 28 - Forks: 7

AsadiAhmad/Image-Classification-LDA-and-PCA

Image Classification with Perceptron and LDA and PCA dimension reduction

Language: Jupyter Notebook - Size: 481 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 26 - Forks: 0

avik-pal/RegNeuralDE.jl

Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)

Language: Julia - Size: 259 KB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 4

EN10/KerasMNIST

Keras MNIST for Handwriting Detection

Language: Python - Size: 14.8 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 14

MainakRepositor/Deep-Learning-Python

A collection of some cool deep learning projects in python

Language: Jupyter Notebook - Size: 878 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 1

nipunmanral/MLP-Training-For-MNIST-Classification

Multilayer perceptron deep neural network with feedforward and back-propagation for MNIST image classification using NumPy

Language: Python - Size: 681 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 7

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 at: about 2 months ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 6

chagmgang/flask-tensorflow

Language: Python - Size: 7.81 KB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 21 - Forks: 3

TaavishThaman/LeNet-5-with-Keras

Implementation of LeNet-5 with keras

Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 20 - Forks: 17

evarae/CNN_Tutorial

Hi! Thanks for checking out my tutorial where I walk you through the process of coding a convolutional neural network in java from scratch. After building a network for a university assignment, I decided to create a tutorial to (hopefully) help others do the same and improve my own understanding of neural networks.

Language: Java - Size: 13.7 KB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 19 - Forks: 3

bmtgoncalves/Neural-Networks

A basic tutorial on Neural Networks

Language: Python - Size: 28.8 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 19 - Forks: 15

michaelmendoza/learning-tensorflow

Simple Tensorflow tutorials for learning by example

Language: Jupyter Notebook - Size: 391 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 8

dedhiaparth98/capsule-network

A TensorFlow implementation of Capsule Network as described in the paper Dynamic Routing Between Capsules

Language: Jupyter Notebook - Size: 287 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 15

sami-badawi/tensorflow-typescript-starter

Starter project for TensorFlow.js in TypeScript for Node.js

Language: TypeScript - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 1

ChristophReich1996/ToeffiPy

ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.

Language: Python - Size: 666 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 0

DebasmitaGhose/PyTorch_Graph_Neural_Network_MNIST

Example code to train a Graph Neural Network on the MNIST dataset in PyTorch for Digit Classification

Language: Python - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 4

patricieni/RBM-Tensorflow

Tensorflow Implementation of RBM

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 15 - Forks: 10

YeongHyeon/SKNet-TF2

TensorFlow implementation of "Selective Kernel Networks"

Language: Python - Size: 127 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 0

zbendefy/machine.academy

Neural Network training library in C++ and C# with GPU acceleration

Language: C# - Size: 10.8 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 13 - Forks: 3

junwha/MNIST-FPGA-Accelarator

MNIST accelerator using binary qunatization on Xilinx pynq-z2

Language: C++ - Size: 13.4 MB - Last synced at: 4 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 2

Spidy20/Handwriting_Digit_recognition

It is a Python GUI in which you can draw a digit and the ML Algorithm will recognize what digit it is. We have used Mnist dataset

Language: Python - Size: 25.4 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 7

MilleXi/MNIST_SVM

一个基于支持向量机(SVM)模型的手写数字识别系统。使用了经典的MNIST数据集,通过图像预处理、特征提取和模型训练等步骤,构建了一个可以识别0到9之间数字的分类器。并使用Gradio搭建简单的可视化界面,方便用户上传手写数字图像并查看预测结果。

Language: Python - Size: 11 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 11 - Forks: 0

srohit0/food_mnist

This dataset has 10 food categories, with 5,000 images. For each class, 125 manually reviewed test images are provided as well as 375 training images. All images were rescaled to have a maximum side length of 512 pixels.

Language: Jupyter Notebook - Size: 234 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 1

arm-on/interpretable-image-classification

Interpretability methods applied on image classifiers trained on MNIST and CIFAR10

Language: Jupyter Notebook - Size: 61.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

ajinsh/MNIST-Digit-classification

This project involves recognising handwritten digits from MNIST Dataset from UCI ML repository by implementing perceptron learning algorithm on 10 perceptrons(single layer Neural Network) and multilayer Neural Network.

Language: Python - Size: 326 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 3

alvarobartt/simpsons-mnist

:file_folder: A small MNIST-like The Simpsons character database to at least have some fun while training neural networks.

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 0

YeongHyeon/GhostNet

TensorFlow implementation of GhostNet: More Features from Cheap Operations.

Language: Python - Size: 180 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 4

ggoupy/SpikingConvNet

Convolutional spiking neural network implementing STDP

Language: Python - Size: 29.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

EricLBuehler/PerceiverIO-Classifier

A classifier based on PerceiverIO

Language: Jupyter Notebook - Size: 271 KB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1

YeongHyeon/ReXNet-TF2

TensorFlow implementation of "ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network"

Language: Python - Size: 266 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 1

thakur-nandan/DeepLearningWithKeras

How to use the Keras Deep Learning library

Language: Jupyter Notebook - Size: 168 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 3

BKHMSI/LossMNIST

Exploring the discriminating power of different loss functions for classification

Language: Python - Size: 645 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 2

lazyoracle/OCR

Optical Character Recognition using Keras

Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 1

MohamedFawzy/tensorflow-getting-started

Tensorflow Quick Introduction

Language: Python - Size: 471 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 0

YeongHyeon/SWA-Gaussian-TF2

TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

Language: Python - Size: 1.97 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

anh-nn01/Neural-Network-from-Scratch--Hand-written-Digits-classifier

This is my first Deep Learning project, which is a MNIST hand-written digits classifier. The model is implemented completely from scratch WITHOUT using any prebuilt optimization like Tensorflow or Pytorch. Tensorflow is imported only to load the MNIST data set. This model also uses 2 hidden layers with Adaptive Moment Optimization (Adam) and Drop-out regularization.

Language: Jupyter Notebook - Size: 5.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 0

stevenay/burmese_digit_recognizer_with_nn

Burmese digit recognizer by using Neural Network

Language: JavaScript - Size: 3.77 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1

prashantkh19/MNIST_SVM

SVM CLASSIFIER ON MNIST DATASET

Language: Python - Size: 15.5 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

dasayan05/capsule-net-TF

A tiny implementation of Capsule Network

Language: Python - Size: 279 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 2

ozaner/DigitClassifier

An android app demoing machine learning on mobile.

Language: Java - Size: 44.2 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 4

sneakin/CooCoo

Neural networks in Ruby & CUDA.

Language: Ruby - Size: 11.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 1

AvivSham/Pytorch-MNIST-colab

MNIST Image Classification using Pytorch

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 7

yas-sim/pyopenvino

Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.

Language: Python - Size: 63 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

jayaneetha/colorized-MNIST

A dataset of MNIST Digit with RGB coloured Backgrounds. Can be used for multi objective classification and domain adaptation

Size: 5.17 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 3

bsiegelwax/784-Dimensional-Quantum-MNIST

Quantum MNIST using amplitude encoding instead of dimensionality reduction.

Language: Jupyter Notebook - Size: 69.3 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

FatemehGholamzadeh/Machine-Learning

Assignments of Machine Learning Graduate Course - Spring 2021

Language: Jupyter Notebook - Size: 25 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

mathurpulkit/MNISTClassifier

An MNIST dataset classifier implemented from scratch in NumPy.

Language: Python - Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0

lukereichold/3D-MNIST-S4TF

3D MNIST Point Cloud Classifier using 3D ConvNet with Swift for TensorFlow

Language: Jupyter Notebook - Size: 73.2 KB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 2

YeongHyeon/ResNet-with-LRWarmUp-TF2

TensorFlow implementation of "Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour"

Language: Python - Size: 109 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 1

YeongHyeon/ResNet-with-SGDR-TF2

TensorFlow implementation of "SGDR: Stochastic Gradient Descent with Warm Restarts"

Language: Python - Size: 385 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 3

RnR-2018/BMEN4460-NB2-image_classification_on_MNIST_data

Child repository of Deep-learning-with-PyTorch-and-GCP

Language: Jupyter Notebook - Size: 45.6 MB - Last synced at: about 8 hours ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1

lucko515/pixelrnn

Implementation of a, simple, recurrent neural network used for a image classification.

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 8

akanshajainn/Machine-Learning---Google-Developers

Decision trees, linear model, iris dataset and MNIST classification using tensorflow, All learned from Google developers.

Language: Jupyter Notebook - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 3

srk97/targeted-adversarial-mnist

Adversarial attack on a CNN trained on MNIST dataset using Targeted I-FGSM and Targeted MI-FGM

Language: Python - Size: 34.1 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 3

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: over 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 0

GuangxianZhu/Fully-SCNN

An example of SC-FCNN on MNIST. This work is an un-offical implementation of paper: Dynamic Energy-Accuracy Trade-off Using Stochastic Computing in Deep Neural Networks. We use full-SC process, all values are representated as bit-stream. and got result acc = 97.2%.

Language: Jupyter Notebook - Size: 116 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 6 - Forks: 0

shub-garg/Vision-Transformer-VIT-for-MNIST

This repository implements a Vision Transformer (ViT) to classify handwritten digits from the MNIST dataset. The project includes model definition, training scripts, and visualization of results, including correct/incorrect predictions and a confusion matrix.

Language: Jupyter Notebook - Size: 188 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

DataScienceVibes/MNIST-Multiclass-Classification

MNIST Multiclass Classification

Language: Jupyter Notebook - Size: 86.9 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

ggoupy/CSNN-VDSP

Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons

Language: Python - Size: 5.05 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

lyx66/MNIST-Image-Recognition-Based-on-Xgboost-Algorithm-and-Features-Extraction

Different from the common practice of MNIST image recognition using CNN algorithm, I apply Numpy and OpenCV to extract relevant features from each MNIST figure, and then trains Xgboost recognition model. After gradually adjusting parameters, the accuracy of the optimal model on the test set can reach 88%. In additon, since I've made extensive use of the broadcasting-mechanism of NumPy instead of loops when coding, the code can run at an excellent speed.

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

Gopal-Dahale/Digit-recognition-visualiser-NN

Neural Network Visualizer

Language: Jupyter Notebook - Size: 299 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

RitikMody/Auto-Grade

Converting handwritten answers to text using Handwriting recognition technique and grading them accordingly.

Language: Jupyter Notebook - Size: 22.6 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

khyatimahendru/Dimensionality-Reduction

This is an implementation of 3 dimensionality reduction techniques - PCA, SVD, and tSNE for visualization of high dimensional data in 2D and 3D.

Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

tanulsingh/neuralnetwork-fromscratch-python

This is a deep n layered neural network written from scratch in Python

Language: Python - Size: 21.8 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

YeongHyeon/WideResNet_WRN-TF2

TensorFlow implementation of "Wide Residual Networks"

Language: Python - Size: 258 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

YeongHyeon/ResNet-TF2

TensorFlow implementation of "Deep Residual Learning for Image Recognition"

Language: Python - Size: 177 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 1

pkonowrocki/Neural-network

Multilayer neural network framework implementation, used for classification and regression task. Can use multiple activation functions with backpropagation based on autograd library. Contains polynomial activation function for regression task.

Language: Python - Size: 58.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

martinoywa/mnist-mlp-exercise

An MLP to classify images from the MNIST database hand-written digit database with PyTorch

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 3

Better-Boy/inkers-assignment-solutions

This repository contains the materials and solutions to inkers External Internship Program

Language: Jupyter Notebook - Size: 99.8 MB - Last synced at: 6 days ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 1

shettysach/ferrograd

Small scalar autograd engine, inspired from Karpathy's micrograd, with some additional features, such as more activation functions, optimizers and loss criterions. Capable of MNIST classification.

Language: Rust - Size: 6.05 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 1

asaldelkhos-mini-projects/Neuralnetwork-Test

MNIST classifier for testing my Neural Network library.

Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - 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 at: about 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

Related Topics
mnist 265 machine-learning 246 deep-learning 212 neural-network 170 tensorflow 159 python 143 convolutional-neural-networks 112 mnist-dataset 112 mnist-handwriting-recognition 110 keras 90 neural-networks 86 pytorch 86 cnn 83 classification 55 deep-neural-networks 55 numpy 53 python3 52 image-classification 50 cnn-classification 45 computer-vision 42 handwritten-digit-recognition 34 artificial-intelligence 33 keras-tensorflow 33 machine-learning-algorithms 30 ai 29 cnn-keras 28 digit-recognition 26 jupyter-notebook 25 mnist-classifier 23 convolutional-neural-network 21 mnist-image-dataset 21 artificial-neural-networks 19 logistic-regression 18 opencv 17 data-science 17 mnist-model 16 mlp-classifier 16 ml 16 backpropagation 15 svm-classifier 14 fashion-mnist 14 mlp 14 scikit-learn 14 cifar10 14 tensorflow2 14 gradient-descent 14 stochastic-gradient-descent 13 java 13 cpp 13 linear-regression 13 perceptron 12 tensorflow-tutorials 12 pca 12 deeplearning 12 flask 12 feedforward-neural-network 11 image-recognition 11 tutorial 11 pandas 11 sklearn 10 supervised-learning 10 lenet-5 10 knn-classification 10 data-visualization 10 pytorch-implementation 10 image-processing 9 matplotlib 9 resnet 9 android 9 svm 9 cnn-model 9 multilayer-perceptron-network 8 cuda 8 ann 8 cifar10-classification 8 backpropagation-algorithm 8 neural-networks-from-scratch 8 transfer-learning 8 kaggle 8 mnist-data 8 adam-optimizer 7 opencv-python 7 mnist-nn 7 r 7 handwriting-recognition 7 dataset 7 quantum-computing 7 data-augmentation 7 multilayer-perceptron 7 digit-recognition-mnist 7 machinelearning 7 batch-normalization 7 capsule-network 7 tensorflow-models 7 classifier 7 from-scratch 7 multi-layer-perceptron 6 unsupervised-learning 6 docker 6 binary-classification 6