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apache / incubator-mxnet

16.5k

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler;…

deep-learning deep-neural-networks mxnet distributed-systems machine-learning artificial-intelligence

C++ Updated Mar 22, 2019 22 issues need help

d2l-ai / d2l-zh

7.2k

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deep-learning mxnet book notebook natural-language-processing computer-vision gluon machine-learning python chinese

Python Updated Mar 22, 2019

horovod / horovod

5.7k

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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C++ Updated Mar 22, 2019

onnx / onnx

5.7k

Open Neural Network Exchange

deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras dnn scikit-learn ml chainer machine-learning

PureBasic Updated Mar 22, 2019

ufoym / deepo

4.7k

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environ…

deep-learning jupyter lasagne caffe tensorflow sonnet keras theano chainer torch pytorch mxnet cntk dockerfile-generator docker-image caffe2 onnx

Python Updated Mar 22, 2019

lutzroeder / netron

3.3k

Visualizer for deep learning and machine learning models

JavaScript Updated Mar 22, 2019

Microsoft / MMdnn

3.3k

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion a…

cntk visualization tensorflow model-converter pytorch caffe keras mxnet coreml onnx darknet

Python Updated Mar 19, 2019 5 issues need help

hunkim / DeepLearningZeroToAll

3.2k

TensorFlow Basic Tutorial Labs

tensorflow keras mxnet pytorch python tutorial lab

Jupyter Notebook Updated Jan 17, 2019 2 issues need help

deepinsight / insightface

2.8k

Face Recognition Project on MXNet

face-recognition mxnet face-alignment age-estimation face-detection

Python Updated Feb 26, 2019

dmlc / gluon-cv

2.1k

Gluon CV Toolkit

deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid

Python Updated Mar 22, 2019 5 issues need help

ysh329 / deep-learning-model-convertor

1.9k

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-learning model neural-network convertor model-convertor awesome-list deep-learning-framework tensorflow caffe pytorch mxnet keras torch caffe2

Updated Nov 29, 2018

polyaxon / polyaxon

1.9k

A platform for reproducible and scalable machine learning and deep learning on kubernetes

deep-learning machine-learning artificial-intelligence data-science reinforcement-learning kubernetes tensorflow pytorch keras mxnet caffe ai dl ml k8s jupyter notebook jupyterlab polyaxon

Python Updated Mar 21, 2019 4 issues need help

Qihoo360 / XLearning

1.5k

AI on Hadoop

hadoop tensorflow caffe mxnet ai deeplearning machinelearning yarn

Java Updated Feb 28, 2019

dmlc / gluon-nlp

1.4k

NLP made easy

mxnet gluonnlp nlp gluon

Python Updated Mar 22, 2019 24 issues need help

TuSimple / simpledet

1.4k

A Simple and Versatile Framework for Object Detection and Instance Recognition

mxnet object-detection instance-segmentation

Python Updated Mar 18, 2019

NervanaSystems / coach

1.2k

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learnin…

coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx

Python Updated Mar 21, 2019 4 issues need help

frombeijingwithlove / dlcv_for_beginners

891

《深度学习与计算机视觉》配套代码

computer-vision book beginners example deep-learning caffe mxnet pytorch u-net model-fusion gan siamese adversarial unet classification regression segmentation detection generative

Python Updated Mar 24, 2018

NervanaSystems / ngraph

870

nGraph is an open source C++ library, compiler and runtime for Deep Learning frameworks

ngraph tensorflow mxnet deep-learning compiler performance onnx paddlepaddle neural-network deep-neural-networks pytorch caffe2

C++ Updated Mar 22, 2019

bethgelab / foolbox

861

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

adversarial-examples machine-learning neural-networks python pytorch tensorflow mxnet keras theano

Python Updated Mar 22, 2019

awslabs / sockeye

771

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

deep-learning deep-neural-networks mxnet machine-learning machine-translation neural-machine-translation encoder-decoder attention-mechanism sequence-to-sequence sequence-to-sequence-models sockeye attention-is-all-you-need attention-alignment-visualization attention-model seq2seq convolutional-neural-networks translation

Python Updated Mar 20, 2019

off99555 / machine-learning-curriculum

606

💻 Make machines learn so that you don't have to program them; The ultimate list

machine-learning python course deep-learning curriculum guide reinforcement-learning convolutional-neural-networks tensorflow mxnet torch pytorch caffe theano chainer recurrent-neural-networks

Updated Mar 7, 2019

aws / sagemaker-python-sdk

575

A library for training and deploying machine learning models on Amazon SageMaker

aws mxnet tensorflow machine-learning python

Python Updated Mar 21, 2019

TuSimple / TuSimple-DUC

479

Understanding Convolution for Semantic Segmentation

semantic-segmentation deep-neural-networks mxnet cityscapes convolution deep-learning python

Python Updated Mar 21, 2018

awslabs / mxnet-model-server

419

Model Server for Apache MXNet is a tool for serving neural net models for inference

mxnet deep-learning inference ai neural-network onnx

Java Updated Mar 21, 2019 1 issue needs help

Mikoto10032 / DeepLearning

363

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning cnn rnn gan machine-learning tensorflow mxnet deep-learning machinelearning

Jupyter Notebook Updated Mar 20, 2019

SharpAI / DeepCamera

354

Open source AI-powered video surveillance on embedded Linux/Android with ARM GPU/NPU support, featuring face recognit…

mxnet tensorflow automl rtsp video ai deep-learning face-recognition tf-lite face-detection mali object-detection video-surveillance machine-learning

C Updated Mar 21, 2019

Bartzi / stn-ocr

351

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

mxnet text-recognition deep-learning convolutional-neural-networks semi-supervised-learning end-to-end

Python Updated Jan 2, 2018

loretoparisi / CapsNet

336

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet capsule-networks machine-learning deeplearning pytorch tensorflow keras lasagne mxnet chainer mnist

Updated Feb 20, 2019

dmlc / tensorboard

336

Standalone TensorBoard for visualizing in deep learning

tensorboard visualization mxnet

Python Updated Apr 27, 2018

ahkarami / Deep-Learning-in-Production

330

In this repository, I will share some useful notes and references about deploying deep learning-based models in produ…

Updated Mar 15, 2019

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mxnet

Repositories 379

apache / incubator-mxnet

d2l-ai / d2l-zh

horovod / horovod

onnx / onnx

ufoym / deepo

lutzroeder / netron

Microsoft / MMdnn

hunkim / DeepLearningZeroToAll

deepinsight / insightface

dmlc / gluon-cv

ysh329 / deep-learning-model-convertor

polyaxon / polyaxon

Qihoo360 / XLearning

dmlc / gluon-nlp

TuSimple / simpledet

NervanaSystems / coach

frombeijingwithlove / dlcv_for_beginners

NervanaSystems / ngraph

bethgelab / foolbox

awslabs / sockeye

off99555 / machine-learning-curriculum

aws / sagemaker-python-sdk

TuSimple / TuSimple-DUC

awslabs / mxnet-model-server

Mikoto10032 / DeepLearning

SharpAI / DeepCamera

Bartzi / stn-ocr

loretoparisi / CapsNet

dmlc / tensorboard

ahkarami / Deep-Learning-in-Production