mxnet

There are 22 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 21660
deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
face-recognition face-detection mxnet face-alignment age-estimation arcface retinaface pytorch oneflow paddlepaddle
Language:Python 21234
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++ 20712
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
inference high-preformance simd arm-neon deep-learning artificial-intelligence android ios ncnn vulkan neural-network caffe mxnet pytorch onnx darknet tensorflow mlir keras riscv
Language:C++ 19198
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks dnn keras machine-learning ml mxnet neural-network onnx pytorch scikit-learn tensorflow
Language:Python 16819
unifyai / ivy
The Unified AI Framework
python machine-learning deep-learning neural-network gpu autograd ivy abstraction template tensorflow pytorch mxnet numpy jax
Language:Python 14022
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 13944
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 12981
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 paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation nlp
Language:Jupyter Notebook 12595
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 6317
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 5780
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5750
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.
fast-data-pipeline image-augmentation data-augmentation image-processing data-processing deep-learning machine-learning python neural-network gpu gpu-tensorflow audio-processing pytorch mxnet paddle
Language:C++ 4910
hunkim / DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
tensorflow keras mxnet pytorch python tutorial lab
Language:Jupyter Notebook 4446
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 4279
ahkarami / Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
deep-learning deep-neural-networks python pytorch tesnorflow keras mxnet caffe2 production serving c-plus-plus model-serving tutorial flask rest-api react serving-pytorch-models convert-pytorch-models angularjs tensorflow-models
4243
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 4168
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 3832
bytedance / byteps
A high performance and generic framework for distributed DNN training
deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow
Language:Python 3567
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
3479
ysh329 / deep-learning-model-convertor
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
3238
tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
mxnet object-detection instance-segmentation
Language:Python 3076
osmr / imgclsmob
Sandbox for training deep learning networks
3d-face-reconstruction chainer cifar classification deep-learning gluon human-pose-estimation image-classification imagenet keras machine-learning mxnet neural-network pretrained-models pytorch segmentation semantic-segmentation tensorflow tensorflow2
Language:Python 2917
explosion / thinc
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
machine-learning deep-learning artificial-intelligence ai python nlp natural-language-processing spacy machine-learning-library type-checking functional-programming pytorch tensorflow mxnet jax
Language:Python 2788
gluon-nlp
dmlc / gluon-nlp
NLP made easy
mxnet gluonnlp nlp gluon deep-learning machine-learning natural-language-processing numpy nlu natural-language-understanding nlg natural-language-generation natural-language-inference
Language:Python 2548
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
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
Language:Python 2306
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 2270
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 2038
Qihoo360 / XLearning
AI on Hadoop
hadoop tensorflow caffe mxnet ai deeplearning machinelearning yarn
Language:Java 1732
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 1557
tensorly
tensorly / tensorly
TensorLy: Tensor Learning in Python.
machine-learning tensor decomposition tensor-algebra tensorly tensor-learning python tensor-methods pytorch mxnet jax tensorflow cupy numpy tensor-decomposition tensor-factorization tensor-regression regression
Language:Python 1494
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 1438
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 1425
NervanaSystems / ngraph
nGraph has moved to OpenVINO
ngraph tensorflow mxnet deep-learning compiler performance onnx paddlepaddle neural-network deep-neural-networks pytorch caffe2
Language:C++ 1355
CV-pretrained-model
balavenkatesh3322 / CV-pretrained-model
A collection of computer vision pre-trained models.
computer-vision tensorflow keras pytorch mxnet models model pretrained-models pretrained data-science deep-learning neural-network awesome-list object-detection image-classification image video-analysis model-selection python3
1269
offchan42 / machine-learning-curriculum
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
machine-learning python course deep-learning curriculum guide reinforcement-learning convolutional-neural-networks tensorflow mxnet pytorch chainer recurrent-neural-networks neural-network mlops-workflow
1076