Awesome Open Source
Awesome Open Source
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The Top 70 Mnist Open Source Projects

Fashion Mnist ⭐ 9,023
A MNIST-like fashion product database. Benchmark 👉
Tensorflow Generative Model Collections ⭐ 3,734
Collection of generative models in Tensorflow
Lingvo ⭐ 2,218
Lingvo
Pytorch Generative Model Collections ⭐ 2,206
Collection of generative models in Pytorch version.
Tensorflow Tutorials ⭐ 2,069
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Capsule Networks ⭐ 1,574
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
Tsne Cuda ⭐ 1,153
GPU Accelerated t-SNE for CUDA with Python bindings
Keract ⭐ 875
Layers Outputs and Gradients in Keras. Made easy.
Aoe ⭐ 761
AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。
Early Stopping Pytorch ⭐ 642
Early stopping for PyTorch
Rgan ⭐ 486
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
Androidtensorflowmnistexample ⭐ 450
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Capsnet Pytorch ⭐ 444
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
Tensorflow Mnist Vae ⭐ 428
Tensorflow implementation of variational auto-encoder for MNIST
Capsnet ⭐ 424
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Disentangling Vae ⭐ 416
Experiments for understanding disentanglement in VAE latent representations
Tensorflow Tutorial Samples ⭐ 403
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
Free Spoken Digit Dataset ⭐ 401
A free audio dataset of spoken digits. Think MNIST for audio.
Mnist Svhn Transfer ⭐ 371
PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)
Pytorch Mnist Celeba Gan Dcgan ⭐ 369
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Medmnist ⭐ 346
[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis
Mnist Android Tensorflow ⭐ 328
Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!
Pytorch Mnist Celeba Cgan Cdcgan ⭐ 297
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
Deep Learning From Scratch ⭐ 256
Six snippets of code that made deep learning what it is today.
Awesome Tensorlayer ⭐ 251
A curated list of dedicated resources and applications
Gordon_cnn ⭐ 241
A small convolution neural network deep learning framework implemented in c++.
Vae Cvae Mnist ⭐ 240
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Vq Vae ⭐ 230
Minimalist implementation of VQ-VAE in Pytorch
Tf Vqvae ⭐ 229
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Gan Tutorial ⭐ 229
Simple Implementation of many GAN models with PyTorch.
Cnn From Scratch ⭐ 210
A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset
Pratik Derin Ogrenme Uygulamalari ⭐ 204
Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.
Tflite Mnist Android ⭐ 195
MNIST with TensorFlow Lite on Android
Gan Mnist ⭐ 192
Generative Adversarial Network for MNIST with tensorflow
Nnpulearning ⭐ 184
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
Tensorflow Mnist Cnn ⭐ 182
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
Tensorflow Mnist Gan Dcgan ⭐ 164
Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
Pytorch Distributed Example ⭐ 157
Tensorflow Infogan ⭐ 149
🎎 InfoGAN: Interpretable Representation Learning
Generative_adversarial_networks_101 ⭐ 144
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Tensorflow Mnist Cvae ⭐ 140
Tensorflow implementation of conditional variational auto-encoder for MNIST
Mnist_draw ⭐ 139
This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.
Lsoftmax Pytorch ⭐ 135
The Pytorch Implementation of L-Softmax
Tensorflow Mnist Cgan Cdcgan ⭐ 123
Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.
Ti Pooling ⭐ 119
TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks
Mnist Classification ⭐ 117
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）
Dni.pytorch ⭐ 112
Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch
Gpnd ⭐ 111
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Tf Exercise Gan ⭐ 110
Tensorflow implementation of different GANs and their comparisions
Keras Cloud Ml Engine ⭐ 107
Adventures using keras on Google's Cloud ML Engine
Matex ⭐ 104
Machine Learning Toolkit for Extreme Scale (MaTEx)
Generative Models ⭐ 97
Comparison of Generative Models in Tensorflow
Pytorch ⭐ 87
PyTorch tutorials A to Z
Emnist ⭐ 82
A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.
Ml_code ⭐ 79
A repository for recording the machine learning code
Ios Coreml Mnist ⭐ 74
Real-time Number Recognition using Apple's CoreML 2.0 and MNIST -
Capsnet_tensorflow ⭐ 73
Label Embedding Network ⭐ 69
Label Embedding Network
Keras Mnist Center Loss With Visualization ⭐ 69
An implementation for mnist center loss training and visualization
Deeplearning ⭐ 68
Deep Learning From Scratch
Pytorch Classification Uncertainty ⭐ 63
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
Multidigitmnist ⭐ 49
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
Ml In Tf ⭐ 45
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Svhn Cnn ⭐ 44
Google Street View House Number(SVHN) Dataset, and classifying them through CNN
Relativistic Average Gan Keras ⭐ 36
The implementation of Relativistic average GAN with Keras
Pytorch Mnist Vae ⭐ 36
Neural Network From Scratch ⭐ 33
Implementation of a neural network from scratch in python.
Randwire_tensorflow ⭐ 29
tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
Theano Xnor Net ⭐ 23
Theano implementation of XNOR-Net
Mnist Ewc ⭐ 9
Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf
1-70 of 70 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210