mxnet

There are 23 repositories under mxnet topic.

d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 23353
deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
age-estimation arcface face-alignment face-detection face-recognition mxnet oneflow paddlepaddle pytorch retinaface
Language:Python 23009
apache / mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
mxnet
Language:C++ 20771
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan
Language:C++ 20235
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:Python 17725
horovod / horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
tensorflow uber machine-learning machinelearning mpi baidu deep-learning deeplearning keras pytorch mxnet spark ray
Language:Python 14190
Mikoto10032 / DeepLearning
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 pytorch gcn kaggle
Language:Jupyter Notebook 14140
ivy-llc / ivy
Convert Machine Learning Code Between Frameworks
converter deep-learning ivy jax machine-learning mxnet neural-network numpy python pytorch tensorflow translation transpilation
Language:Python 14019
NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Language:Jupyter Notebook 13332
ufoym / deepo
Setup and customize deep learning environment in seconds.
deep-learning jupyter lasagne caffe tensorflow sonnet keras theano chainer torch pytorch mxnet cntk dockerfile-generator docker-image caffe2 onnx
Language:Python 6320
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation
Language:Python 5817
microsoft / MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
cntk visualization tensorflow model-converter pytorch caffe keras mxnet coreml onnx darknet
Language:Python 5792
DALI
NVIDIA / DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Language:C++ 5095
gluonts
awslabs / gluonts
Probabilistic time series modeling in Python
time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws sagemaker timeseries artificial-intelligence data-science torch
Language:Python 4569
hunkim / DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
keras lab mxnet python pytorch tensorflow tutorial
Language:Jupyter Notebook 4470
ahkarami / Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial
4294
dsgiitr / d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
book computer-vision d2l data-science deep-learning dive-into-deep-learning mxnet nlp pytorch pytorch-implmention
Language:Jupyter Notebook 4229
djl
deepjavalibrary / djl
An Engine-Agnostic Deep Learning Framework in Java
ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow
Language:Java 4084
bytedance / byteps
A high performance and generic framework for distributed DNN training
deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow
Language:Python 3620
polyaxon / polyaxon
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
deep-learning machine-learning artificial-intelligence data-science reinforcement-learning kubernetes tensorflow pytorch keras mxnet caffe ml k8s jupyter notebook jupyterlab pipelines workflow mlops hyperparameter-optimization
3555
ysh329 / deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
awesome-list caffe caffe2 convertor deep-learning deep-learning-framework keras model model-convertor mxnet neural-network pytorch tensorflow torch
3243
tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
mxnet object-detection instance-segmentation
Language:Python 3084
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2955
explosion / thinc
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
ai artificial-intelligence deep-learning functional-programming jax machine-learning machine-learning-library mxnet natural-language-processing nlp python pytorch spacy tensorflow type-checking
Language:Python 2816
gluon-nlp
dmlc / gluon-nlp
NLP made easy
deep-learning gluon gluonnlp machine-learning mxnet natural-language-generation natural-language-inference natural-language-processing natural-language-understanding nlg nlp nlu numpy
Language:Python 2555
aws-samples / aws-machine-learning-university-accelerated-nlp
Machine Learning University: Accelerated Natural Language Processing Class
deep-learning gluon machine-learning mxnet natural-language-processing python sklearn
Language:Jupyter Notebook 2331
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow
Language:Python 2326
aws / sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow
Language:Python 2093
Qihoo360 / hbox
AI on Hadoop
ai caffe deeplearning hadoop machinelearning mxnet tensorflow yarn
Language:Java 1727
aws-samples / aws-machine-learning-university-accelerated-cv
Machine Learning University: Accelerated Computer Vision Class
computer-vision deep-learning gluon gluoncv machine-learning mxnet python
Language:Jupyter Notebook 1575
tensorly
tensorly / tensorly
TensorLy: Tensor Learning in Python.
cupy decomposition jax machine-learning mxnet numpy python pytorch regression tensor tensor-algebra tensor-decomposition tensor-factorization tensor-learning tensor-methods tensor-regression tensorflow tensorly
Language:Python 1545
MLReef / mlreef
The collaboration workspace for Machine Learning
mlops mlops-environment artificial-intelligence machine-learning machine-learning-algorithms deep-learning deeplearning models tensorflow pytorch data-science mxnet reproducibility
Language:Kotlin 1442
yeyun111 / dlcv_for_beginners
《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
Language:Python 1439
NervanaSystems / ngraph
nGraph has moved to OpenVINO
caffe2 compiler deep-learning deep-neural-networks mxnet neural-network ngraph onnx paddlepaddle performance pytorch tensorflow
Language:C++ 1356
CV-pretrained-model
balavenkatesh3322 / CV-pretrained-model
A collection of computer vision pre-trained models.
awesome-list computer-vision data-science deep-learning image image-classification keras model model-selection models mxnet neural-network object-detection pretrained pretrained-models python3 pytorch tensorflow video-analysis
1302
offchan42 / machine-learning-curriculum
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
chainer convolutional-neural-networks course curriculum deep-learning guide machine-learning mlops-workflow mxnet neural-network python pytorch recurrent-neural-networks reinforcement-learning tensorflow
1092