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77 search results found

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Tensorflow 101 ⭐ 2,450

TensorFlow Tutorials

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Grenade ⭐ 1,430

Deep Learning in Haskell

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Hasktorch ⭐ 995

Tensors and neural networks in Haskell

Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Tensorflow Tutorial ⭐ 886

Some interesting TensorFlow tutorials for beginners.

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Ufldl_tutorial ⭐ 680

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Artistic Style Transfer ⭐ 327

Convolutional neural networks for artistic style transfer.

Caffe Mobile ⭐ 310

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

Numpy_neural_network ⭐ 307

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新 ...

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Scisharp Stack Examples ⭐ 292

Practical examples written in SciSharp's machine learning libraries

Tensorflow Ml Exercises ⭐ 254

Learning Machine Learning with TensorFlow

Datascience Interview Questions ⭐ 249

Datascience-Interview-Questions for Korean

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Tensorflow Mnist Cnn ⭐ 171

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

Tf Faster Rcnn ⭐ 164

TensorFlow implementation of Faster R-CNN

Deformable Convnets Caffe ⭐ 164

Deformable Convolutional Networks on caffe

Pratik Derin Ogrenme Uygulamalari ⭐ 162

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Mojo Cnn ⭐ 152

mojo cnn: c++ convolutional neural network

Tensorflow ⭐ 152

Deep Learning Zero to All - Tensorflow

Cnn Svm ⭐ 151

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Easycnn ⭐ 151

easy convolution neural network

Deform Conv ⭐ 150

Deformable Convolution in TensorFlow / Keras

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Javascript/WebAssembly deep learning library for MLPs and convolutional neural networks

Ti Pooling ⭐ 117

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

Cuda Neural Network ⭐ 110

Convolutional Neural Network with CUDA (MNIST 99.23%)

Lsoftmax Pytorch ⭐ 110

The Pytorch Implementation of L-Softmax

Javacnn ⭐ 109

A Java implement of Convolutional Neural Network.

Pyconvnet ⭐ 105

Convolutional Neural Network for python users

Lenet5 Mnist Pytorch ⭐ 104

The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%

Pytorch ⭐ 104

PyTorch tutorials A to Z

Tensorflow ⭐ 101

从入门到精通！学习tensorflow的过程，记录一些模型:mnist_ml LeNet cifar10_cnn

Mechanical Fault Diagnosis Based On Deep Learning ⭐ 97

CNN for mechanical fault diagnosis

A repository for recording the machine learning code

Handwritingrecognition Cnn ⭐ 89

This CNN-based model for recognition of hand written digits attains a validation accuracy of 99.2% after training for 12 epochs. Its trained on the MNIST dataset on Kaggle.

Tensorflow Temporal Convolutional Network

Deep Learning Tensorflow Book Code ⭐ 78

[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.

A 1D analogue of the MNIST dataset for measuring spatial biases and answering "science of deep learning" questions.

Sanity_checks_saliency ⭐ 76

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

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Image Classification Rnn ⭐ 63

Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

Mnist Coreml ⭐ 60

Predict handwritten digits with CoreML

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

Temporal Ensembling ⭐ 54

PyTorch implementation of Temporal Ensembling for Semi-Supervised Learning

Fashion Mnist ⭐ 50

4 different image classification ConvNets models for Fashion-MNIST dataset

Resnest Tf2 ⭐ 50

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

Domain_adaptation ⭐ 50

this project is the code of domain adaptation referenced by unsupervised domain adaptation by backpropagation(http://machinelearning.wustl.edu/m i realized it on mnist.

Denser Models ⭐ 47

Mnist_digits_classification ⭐ 46

Digit Classifier trained on MNIST and tested using webcam.

Ml In Tf ⭐ 45

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

Numpy Neuralnet Exercise ⭐ 42

Implementation of key concepts of neuralnetwork via numpy

Batch Normalization ⭐ 41

Implementation of Batch Normalization Layer by Theano. Test Code with MNIST data.

Pytorch Experiments Template ⭐ 40

A pytorch based classification experiments template

Pico Cnn ⭐ 40

Lightweight C implementation of CNNs for Embedded Systems

Svhn Cnn ⭐ 40

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

An Open Convolutional Neural Network Framework in C++ From Scratch

A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python

Tf Tutorial ⭐ 38

From basic linear regression, to CNN, to RNN, to seq2seq.

Keras Examples ⭐ 37

Keras样例解析

Elm Pytorch ⭐ 37

Extreme Learning Machine implemented in Pytorch

Mnist Coreml ⭐ 37

Simple convolutional neural network to predict handwritten digits using Keras + CoreML for WWDC '18 scholarship [Accepted]

Convolutional Neural Fabrics ⭐ 36

Architecture learning for CNN's

Handwritten Numeral Recognition_cnn ⭐ 35

基于Tensorflow，OpenCV. 使用MNIST数据集训练卷积神经网络模型，用于手写数字识别

3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels

Pytorch Handbook ⭐ 33

Neural network library written in C and Javascript

Nn By Numpy ⭐ 32

Pytorch mnist example

Digit_recognizer ⭐ 27

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

Convoluted ⭐ 27

Dependently typed convolutional neural networks

Bmcnnwhfcs ⭐ 26

The code for "No Routing Needed Between Capsules". This repository contains the code used for the experiments detailed in a forthcoming paper. The paper is available pre-published at arXiv: http://arxiv.org/abs/2001.09136

Pixel Constrained Cnn Pytorch ⭐ 25

Pytorch implementation of Pixel Constrained CNN, a framework for probabilistic semantic inpainting 🎨

Mnist_tsne ⭐ 25

t-sne visualization of mnist images when feature is represented by raw pixels and cnn learned feature

Cnn_own_dataset ⭐ 25

CNN example for training your own datasets.

Spatial Transformer Networks With Keras ⭐ 25

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Cnn Compression Performance ⭐ 24

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

Tensorflow_basics ⭐ 23

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

Cnn Mnist ⭐ 23

CNN classification model built in Keras used for Digit Recognizer task on Kaggle (https://www.kaggle.com/c/digit-recognizer)

Real-time augmentation of data for inputs into deep learning models.

Digitrecognition_ios ⭐ 22

Deep Learning with Tensorflow/Keras: Digit recognition based on mnist-dataset and convolutional neural-network on iOS with CoreML

Unity Mnist ⭐ 21

A sample project implementing TensorFlowSharp and a trained CNN network to classify MNIST images in the Unity Video Game Engine

Fashion Mnist ⭐ 21

Convolutional Neural Network ⭐ 20

This is a matlab implementation of CNN on MNIST

Digit Recognition Mnist Svhn Pytorch Cpp ⭐ 20

Implementing CNN for Digit Recognition (MNIST and SVHN dataset) using PyTorch C++ API

Zalando Fashion Mnist ⭐ 19

Evaluation of fashion-MNIST with a simple cnn

Tensorflow Mnist Convnets ⭐ 19

Neural nets for MNIST classification, simple single layer NN, 5 layer FC NN and convolutional neural networks with different architectures

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

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