A curated list of MXNet examples, tutorials and blogs. It is inspired by awesome-caffe.
If you want to contribute to this list and the examples, please open a new pull request.
- 1. Tutorials and Resources
- 2. Vision
- 3. NLP
- 4. Speech
- 5. Time series forecasting
- 6. CTR
- 7. DRL
- 8. Neuro Evolution
- 9. Tools
- incubator-mxnet-site
- Tutorial Documentation
- Gluon Tutorial Documentation
- Gluon Tutorial Documentation (Simplified Chinese)
- Gluon Api
- CheatSheet
- Using MXNet
- TVM Documentation
- NNVM Documentation
- Linalg examples
- NNVM Vison Demo
- im2rec_tutorial
- MXNet Blog (zh)
- MXNet Discuss Forum
- r/mxnet subreddit
- Apache MXNet youtube channel
- Apache MXNet youtube channel (chinese)
- GluonCV
- GluonNLP
- ResNet
- DenseNet
- Multi-GPU Multi-Label DenseNet (Gluon:star:)
- efficient_densenet(Gluon:star:)
- DPN
- SENet
- SENet(from Caffe)
- CapsNet
- NASNet-A(Gluon:star:)
- CRU-Net
- MobileNet
- MobileNetV2(Gluon:star:)
- MobileNetV2(TVM Supported)
- ShuffleNet
- Xception
- Xception+Keras2MXNet
- SqeezeNet
- FractalNet
- BMXNet
- fusenet
- Self-Norm Nets
- Factorized-Bilinear-Network
- AOGNet
- NonLocal+SENet
- mixup
- mxnet-model
- kaggle_CIFAR10
- sparse-structure-selection
- neuron-selectivity-transfer
- L-GM-Loss
- PVANet
- SSD
- SSD+Focal Loss
- SSD+FPN
- DSSD+TDM
- YOLO/YOLOv2
- YOLO(Gluon:star:)
- YOLO/dark2mxnet
- Faster RCNN
- Faster RCNN(Gluon:star:)
- Faster RCNN+Deeplab+R-FCN+Deformable-ConvNets+FPN+SoftNMS
- FCIS
- Mask R-CNN
- Faster RCNN+Focal Loss
- RetinaNet
- SqueezeDet
- IOULoss
- FocalLoss(CUDA)
- Light-Head R-CNN
- dspnet
- Faster_RCNN_for_DOTA
- cascade-rcnn-gluon(Gluon:star:)
- VisualBackProp
- VQA
- VQA(Gluon:star:)
- Hierarchical Question-Imagee Co-Attention
- text2image(Gluon:star:)
- Traffic sign classification
- cicada classification
- geometric-matching
- Loss Surfaces
- Class Activation Mapping
- AdversarialAutoEncoder
- Neural Image Caption
- mmd/jmmd/adaBN
- NetVlad
- multilabel
- multi-task
- siamese
- matchnet
- DPSH
- Yelp Restaurant Photo Classifacation
- siamese_network_on_omniglot(Gluon:star:)
- StrassenNets
- Image Embedding Learning (Gluon:star:)
- DIRNet
- Receptive Field Tool
- mxnet-videoio
- mxnet_tetris
- Visual Search (Gluon:star:)
- sockeye
- MXNMT
- Char-RNN(Gluon:star:)
- Character-level CNN Text Classification (Gluon:star:)
- AC-BLSTM
- mxnet-seq2seq
- MXSeq2Seq(Gluon:star:)
- MemN2N
- MemN2N(Gluon:star:)
- Neural Programmer-Interpreters
- sequence-sampling
- retrieval chatbot
- multi-attention(Gluon:star:)
- cnn+Highway Net
- sentiment-analysis(Gluon:star:)
- parserChiang(Gluon:star:)
- Neural Variational Document Model(Gluon:star:)
- NER with Bidirectional LSTM-CNNs
- Sequential Matching Network(Gluon:star:)
- ko_en_NMT(Gluon:star:)
- Gluon Dynamic-batching(Gluon:star:)
- translatR
- RNN-Transducer
- RNN-Transducer(RNNT loss using CPP)
- gluon-nlp(Gluon:star:)