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

✭ 182

python tensorflow cnn mnist data-augmentation dropout

Nnpulearning

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

✭ 181

python mnist chainer cifar10

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

✭ 2,096

python deep-learning tensorflow tutorial neural-network cnn gan chatbot rnn word2vec seq2seq autoencoder dqn mnist inception

Tensorflow Mnist Gan Dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

✭ 163

python tensorflow gan generative-adversarial-network mnist dcgan

Pytorch Distributed Example

✭ 157

python pytorch distributed mnist

Tensorflow Infogan

🎎 InfoGAN: Interpretable Representation Learning

✭ 149

python tensorflow computer-vision neural-network gan generative-adversarial-network mnist

Tensorflow Mnist Cvae

Tensorflow implementation of conditional variational auto-encoder for MNIST

✭ 139

python tensorflow autoencoder mnist vae variational-autoencoder variational-inference

Mnist draw

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.

✭ 139

jupyter-notebook ios tensorflow keras coreml ios11 mnist

Generative adversarial networks 101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

✭ 138

jupyter-notebook deep-learning tensorflow keras gan generative-adversarial-network gans mnist dcgan generative-adversarial-networks cifar10 wgan

Lsoftmax Pytorch

The Pytorch Implementation of L-Softmax

✭ 133

python deep-learning machine-learning pytorch convolutional-neural-networks classification mnist

Capsule Networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

✭ 1,618

python machine-learning pytorch mnist capsule-networks

Tensorflow Mnist Cgan Cdcgan

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

✭ 122

python tensorflow gan generative-adversarial-network mnist

Ti Pooling

TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks

✭ 119

python deep-learning tensorflow computer-vision convolutional-neural-networks torch mnist

Gpnd

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

✭ 112

python deep-learning machine-learning pytorch deep-neural-networks pdf gan generative-adversarial-network anomaly-detection autoencoder mnist adversarial-learning probability

Dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

✭ 111

python pytorch classification mnist

Tf Exercise Gan

Tensorflow implementation of different GANs and their comparisions

✭ 110

python gan mnist evaluation dcgan wgan celeba

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）

✭ 109

python python3 deep-learning machine-learning pytorch cnn scikit-learn rnn mnist svm logistic-regression

Keras Cloud Ml Engine

Adventures using keras on Google's Cloud ML Engine

✭ 106

python keras google-cloud mnist

Matex

Machine Learning Toolkit for Extreme Scale (MaTEx)

✭ 104

c machine-learning deeplearning mnist mpi

Generative Models

Comparison of Generative Models in Tensorflow

✭ 96

python deep-learning tensorflow gan mnist vae

Pytorch

PyTorch tutorials A to Z

✭ 87

jupyter-notebook pytorch nlp cnn gpu vision mnist pytorch-tutorial tutorial-code

Fashion Mnist

A MNIST-like fashion product database. Benchmark 👇

✭ 9,675

python javascript HTML Dockerfile CSS deep-learning machine-learning computer-vision convolutional-neural-networks dataset gan benchmark mnist fashion zalando fashion-mnist

Emnist

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

✭ 81

python python3 tensorflow keras flask convolutional-neural-networks learning recurrent-neural-networks mnist

Ml code

A repository for recording the machine learning code

✭ 75

python deep-learning machine-learning tensorflow nlp keras neural-network artificial-intelligence scikit-learn clustering mnist cv sklearn logistic-regression bayesian pca svd

Ios Coreml Mnist

Real-time Number Recognition using Apple's CoreML 2.0 and MNIST -

✭ 74

jupyter-notebook ios keras coreml mnist

Capsnet tensorflow

✭ 72

python tensorflow mnist capsule-network

Label Embedding Network

✭ 69

python deep-learning computer-vision natural-language-processing mnist cifar10

Keras Mnist Center Loss With Visualization

An implementation for mnist center loss training and visualization

✭ 69

python visualization keras mnist

Deeplearning

Deep Learning From Scratch

✭ 66

jupyter-notebook deep-learning machine-learning tutorial mnist logistic-regression linear-regression backpropagation

Tsne Cuda

GPU Accelerated t-SNE for CUDA with Python bindings

✭ 1,120

python data-visualization gpu cuda data-analysis multithreading mnist

Pytorch Classification Uncertainty

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

✭ 59

python pytorch classification paper mnist

Multidigitmnist

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

✭ 48

python dataset image-classification mnist meta-learning

Ml In Tf

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

✭ 45

python machine-learning tensorflow reinforcement-learning convolutional-neural-networks neural-networks deep-reinforcement-learning recurrent-neural-networks dqn mnist deepmind

Svhn Cnn

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

✭ 44

jupyter-notebook machine-learning computer-vision convolutional-neural-networks cnn mnist dropout

Relativistic Average Gan Keras

The implementation of Relativistic average GAN with Keras

✭ 36

jupyter-notebook deep-learning keras gan deeplearning generative-adversarial-network mnist deep-learning-tutorial cifar10

Deep Generative Models

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

✭ 34

python generative-adversarial-network mnist variational-autoencoder

Neural Network From Scratch

Implementation of a neural network from scratch in python.

✭ 32

python python3 hacktoberfest deep-learning machine-learning neural-network mnist

Pytorch Mnist Vae

✭ 32

jupyter-notebook deep-learning pytorch generative-model autoencoder mnist vae

Randwire tensorflow

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

✭ 29