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mkdocs.yml
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mkdocs.yml
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site_name: Deep Java Library
repo_name: deepjavalibrary/djl
repo_url: https://github.com/deepjavalibrary/djl/
site_url: https://djl.ai
use_directory_urls: false
markdown_extensions:
- codehilite
- toc:
permalink: true
theme:
name: material
logo: website/img/DJL.svg
favicon: website/img/favicon.png
features:
- navigation.tabs
palette:
primary: light-blue
accent: light-blue
edit_uri: ''
google_analytics:
- UA-159559852-2
- auto
extra:
social:
- icon: fontawesome/brands/github-alt
link: https://github.com/deepjavalibrary/djl
- icon: fontawesome/brands/twitter
link: https://twitter.com/deepjavalibrary
- icon: fontawesome/brands/slack
link: https://join.slack.com/t/deepjavalibrary/shared_invite/zt-ar91gjkz-qbXhr1l~LFGEIEeGBibT7w
- icon: fontawesome/brands/zhihu
link: https://zhuanlan.zhihu.com/c_1255493231133417472
docs_dir: '../'
plugins:
- search
- mknotebooks
- exclude:
regex:
- '.*\.(symbol|params|pt|jar|gz|zip|txt|json|sh|bat|cmd|puml|g4|java|py|cc|h|pro|properties|xml|gradlew|gradle|Dockerfile|RepositoryFactory|EngineProvider|ZooProvider)$|(docker|integration|testing|tools|docs/demos/apache-spark/notebook)/.*$'
nav:
- Home:
- Main: 'README.md'
- 'docs/get.md'
- 'docs/quick_start.md'
- 'docs/README.md'
- 'examples/README.md'
- 'docs/interactive_tool.md'
- Contributor Documentation:
- Main: 'docs/development/README.md'
- 'docs/development/setup.md'
- 'docs/development/development_guideline.md'
- 'docs/development/troubleshooting.md'
- 'docs/development/dependency_management.md'
- 'docs/development/add_model_to_model-zoo.md'
- 'docs/roadmap.md'
- 'docs/faq.md'
- Tutorials:
- Beginner Tutorial:
- 'jupyter/tutorial/01_create_your_first_network.ipynb'
- 'jupyter/tutorial/02_train_your_first_model.ipynb'
- 'jupyter/tutorial/03_image_classification_with_your_model.ipynb'
- 'docs/d2l.md'
- 'jupyter/rank_classification_using_BERT_on_Amazon_Review.ipynb'
- 'jupyter/transfer_learning_on_cifar10.ipynb'
- Load your own BERT:
- BERT with MXNet: 'jupyter/mxnet/load_your_own_mxnet_bert.ipynb'
- BERT with PyTorch: 'jupyter/pytorch/load_your_own_pytorch.ipynb'
- Guides:
- 'docs/engine.md'
- Models:
- 'docs/load_model.md'
- 'docs/model-zoo.md'
- Datasets:
- 'docs/dataset.md'
- 'docs/development/how_to_use_dataset.md'
- Inference and Production:
- 'docs/create_serving_ready_model.md'
- 'docs/development/configure_logging.md'
- 'docs/how_to_collect_metrics.md'
- 'docs/development/inference_performance_optimization.md'
- 'extensions/benchmark/README.md'
- 'docs/development/profiler.md'
- 'docs/development/cache_management.md'
- 'docs/development/memory_management.md'
- 'docs/cv_utils.md'
- DJL Community:
- 'docs/forums.md'
- 'leaders.md'
- Apache MXNet:
- Overview: 'engines/mxnet/README.md'
- MXNet Engine: 'engines/mxnet/mxnet-engine/README.md'
- MXNet Model Zoo: 'engines/mxnet/mxnet-model-zoo/README.md'
- Import Gluon Model: 'docs/mxnet/how_to_convert_your_model_to_symbol.md'
- Load a MXNet Model: 'jupyter/load_mxnet_model.ipynb'
- Backend Optimizer for MXNet: 'docs/mxnet/mxnet_backend_optimizer.md'
- PyTorch:
- Overview: 'engines/pytorch/README.md'
- PyTorch Engine: 'engines/pytorch/pytorch-engine/README.md'
- PyTorch Model Zoo: 'engines/pytorch/pytorch-model-zoo/README.md'
- Import PyTorch Model: 'docs/pytorch/how_to_convert_your_model_to_torchscript.md'
- Load a PyTorch Model: 'jupyter/load_pytorch_model.ipynb'
- TensorFlow:
- Overview: 'engines/tensorflow/README.md'
- TensorFlow Engine: 'engines/tensorflow/tensorflow-engine/README.md'
- TensorFlow Model Zoo: 'engines/tensorflow/tensorflow-model-zoo/README.md'
- Import TensorFlow Model: 'docs/tensorflow/how_to_import_tensorflow_models_in_DJL.md'
- Load a TensorFlow Model: 'jupyter/tensorflow/pneumonia_detection.ipynb'
- Hybrid engines:
- Hybrid engine overview: 'docs/hybrid_engine.md'
- ONNX Runtime:
- Overview: 'engines/onnxruntime/onnxruntime-engine/README.md'
- Load a ONNX Model: 'jupyter/onnxruntime/machine_learning_with_ONNXRuntime.ipynb'
- PaddlePaddle:
- Overview: 'engines/paddlepaddle/README.md'
- PaddlePaddle Engine: 'engines/paddlepaddle/paddlepaddle-engine/README.md'
- PaddlePaddle Model Zoo: 'engines/paddlepaddle/paddlepaddle-model-zoo/README.md'
- Import Paddle model:
- English: 'docs/paddlepaddle/how_to_create_paddlepaddle_model.md'
- 中文: 'docs/paddlepaddle/how_to_create_paddlepaddle_model_zh.md'
- Facemask detection using PaddlePaddle:
- English: 'jupyter/paddlepaddle/face_mask_detection_paddlepaddle.ipynb'
- 中文: 'jupyter/paddlepaddle/face_mask_detection_paddlepaddle_zh.ipynb'
- PaddleOCR example:
- English: 'jupyter/paddlepaddle/paddle_ocr_java.ipynb'
- 中文: 'jupyter/paddlepaddle/paddle_ocr_java_zh.ipynb'
- TensorRT: 'engines/tensorrt/README.md'
- TensorFlow Lite: 'engines/tflite/tflite-engine/README.md'
- Neo DLR: 'engines/dlr/dlr-engine/README.md'
- XGBoost: 'engines/ml/xgboost/README.md'
- Extensions:
- Android: 'android/README.md'
- AWS S3 support: 'extensions/aws-ai/README.md'
- fastText: 'extensions/fasttext/README.md'
- Hadoop support: 'extensions/hadoop/README.md'
- OpenCV: 'extensions/opencv/README.md'
- SentencePiece: 'extensions/sentencepiece/README.md'
- Demos:
- Demos: 'docs/demos/README.md'
- AWS:
- Amazon SageMaker:
- Start with SageMaker: 'docs/demos/aws/sagemaker/README.md'
- SageMaker Notebook: 'docs/demos/aws/sagemaker/notebook/README.md'
- SageMaker Studio: 'docs/demos/aws/sagemaker/studio/README.md'
- AWS-kinesis-video-streams: 'docs/demos/aws/aws-kinesis-video-streams/README.md'
- Model Serving on AWS BeanStalk EC2: 'docs/demos/aws/beanstalk-model-serving/README.md'
- AWS Lambda Serverless Model Serving with DJL: 'docs/demos/aws/lambda-model-serving/README.md'
- AWS EMR:
- Distributed inference: 'docs/demos/aws/emr-distributed-inference/dataprocess/README.md'
- GPU Image Classification: 'docs/demos/aws/emr-distributed-inference/image-classification-gpu/README.md'
- AWS Inferentia: 'docs/demos/aws/inferentia/README.md'
- Android:
- Doodledraw (PyTorch): 'docs/demos/android/pytorch_android/quickdraw_recognition/README.md'
- Style Transfer (PyTorch): 'docs/demos/android/pytorch_android/style_transfer_cyclegan/README.md'
- Face Detection (PyTorch): 'docs/demos/android/face_detection/README.md'
- MXNet Android Template: 'docs/demos/android/mxnet-android/README.md'
- EcoSystem:
- Java Integrations:
- DJL Component in Apache Camel: 'docs/demos/camel-djl/README.md'
- Run TensorFlow model on GraalVM: 'docs/demos/graalvm/README.md'
- Apache Spark Image Classification: 'docs/demos/apache-spark/image-classification/README.md'
- Apache Beam CTR Prediction: 'docs/demos/apache-beam/ctr-prediction/README.md'
- Apache Flink:
- Sentiment Analysis: 'docs/demos/apache-flink/sentiment-analysis/README.md'
- Sentence Encoding: 'docs/demos/apache-flink/sentence_embedding/README.md'
- Apache Kafka Twitter Sentiment Analysis: 'docs/demos/apache-kafka/README.md'
- Quarkus:
- DJL Extension for Quarkus: 'docs/demos/quarkus/extension/README.md'
- Integration without the Extension: 'docs/demos/quarkus/example/README.md'
- Applications:
- Footwear Classification: 'docs/demos/footwear_classification/README.md'
- Live Object Detection: 'docs/demos/live-object-detection/README.md'
- Pneumonia Detection: 'docs/demos/pneumonia-detection/README.md'
- MultiEngine on DJL: 'docs/demos/multi-engine/README.md'
- Interactive JShell and Block Runner for DJL: 'docs/demos/web-demo/interactive-console/README.md'
- Malicious URL Detection: 'docs/demos/malicious-url-detector/README.md'
- Extensions:
- Visualizing Training with DJL: 'docs/demos/visualization-vue/README.md'
- Interactive JShell and Block Runner for DJL: 'docs/demos/web-demo/interactive-console/README.md'