mirror of
https://github.com/vale981/ray
synced 2025-03-06 10:31:39 -05:00
353 lines
17 KiB
YAML
353 lines
17 KiB
YAML
format: jb-book
|
|
root: index
|
|
parts:
|
|
- caption: Overview
|
|
chapters:
|
|
- file: ray-overview/index
|
|
- file: ray-overview/installation
|
|
- file: ray-overview/ray-libraries
|
|
|
|
- caption: Ray AI Runtime
|
|
chapters:
|
|
- file: ray-air/getting-started
|
|
title: "What is Ray AI Runtime (AIR)?"
|
|
- file: ray-air/key-concepts
|
|
- file: ray-air/user-guides
|
|
sections:
|
|
- file: ray-air/preprocessors
|
|
- file: ray-air/checkpoints
|
|
- file: ray-air/check-ingest
|
|
- file: ray-air/config-scaling
|
|
- file: ray-air/examples/analyze_tuning_results
|
|
- file: ray-air/predictors
|
|
- file: ray-air/examples/serving_guide
|
|
- file: ray-air/deployment
|
|
- file: ray-air/examples/index
|
|
sections:
|
|
- file: ray-air/examples/torch_image_example
|
|
- file: ray-air/examples/convert_existing_pytorch_code_to_ray_air
|
|
- file: ray-air/examples/tfx_tabular_train_to_serve
|
|
- file: ray-air/examples/huggingface_text_classification
|
|
- file: ray-air/examples/sklearn_example
|
|
- file: ray-air/examples/xgboost_example
|
|
- file: ray-air/examples/lightgbm_example
|
|
- file: ray-air/examples/torch_incremental_learning
|
|
- file: ray-air/examples/rl_serving_example
|
|
- file: ray-air/examples/rl_online_example
|
|
- file: ray-air/examples/rl_offline_example
|
|
- file: ray-air/examples/upload_to_comet_ml
|
|
- file: ray-air/examples/upload_to_wandb
|
|
- file: ray-air/examples/feast_example
|
|
- file: ray-air/package-ref
|
|
- file: ray-air/benchmarks
|
|
|
|
- caption: Ray Libraries
|
|
chapters:
|
|
- file: data/dataset
|
|
title: Ray Data
|
|
sections:
|
|
- file: data/getting-started
|
|
- file: data/key-concepts
|
|
- file: data/user-guide
|
|
- file: data/examples/index
|
|
sections:
|
|
- file: data/examples/nyc_taxi_basic_processing
|
|
title: Processing the NYC taxi dataset
|
|
- file: data/examples/big_data_ingestion
|
|
title: Large-scale ML Ingest
|
|
- file: data/examples/ocr_example
|
|
title: Scaling OCR with Ray Datasets
|
|
- file: data/advanced-pipelines
|
|
- file: data/random-access
|
|
- file: data/faq
|
|
- file: data/package-ref
|
|
- file: data/integrations
|
|
|
|
- file: train/train
|
|
title: Ray Train
|
|
sections:
|
|
- file: train/user_guide
|
|
- file: train/examples
|
|
- file: train/faq
|
|
- file: train/architecture
|
|
- file: train/api
|
|
|
|
- file: tune/index
|
|
title: Ray Tune
|
|
sections:
|
|
- file: tune/getting-started
|
|
- file: tune/key-concepts
|
|
- file: tune/tutorials/overview
|
|
sections:
|
|
- file: tune/tutorials/tune-lifecycle
|
|
title: "How Tune Works"
|
|
- file: tune/tutorials/tune-stopping
|
|
title: "How to Stop and Resume"
|
|
- file: tune/tutorials/tune-metrics
|
|
title: "Using Callbacks and Metrics"
|
|
- file: tune/tutorials/tune-distributed
|
|
title: "Distributed Tuning"
|
|
- file: tune/tutorials/tune-output
|
|
title: "Logging Tune Runs"
|
|
- file: tune/tutorials/tune-resources
|
|
title: "Managing Resources"
|
|
- file: tune/tutorials/tune-checkpoints
|
|
title: "Working with Checkpoints"
|
|
- file: tune/tutorials/tune-search-spaces
|
|
title: "Using Search Spaces"
|
|
- file: tune/tutorials/tune-advanced-tutorial
|
|
title: "Understanding PBT"
|
|
- file: tune/tutorials/tune-scalability
|
|
title: "Scalability Benchmarks"
|
|
- file: tune/examples/index
|
|
sections:
|
|
- file: tune/examples/tune-sklearn
|
|
title: "Scikit-Learn Example"
|
|
- file: tune/examples/tune_mnist_keras
|
|
title: "Keras Example"
|
|
- file: tune/examples/tune-pytorch-cifar
|
|
title: "PyTorch Example"
|
|
- file: tune/examples/tune-pytorch-lightning
|
|
title: "PyTorch Lightning Example"
|
|
- file: tune/examples/mxnet_example
|
|
title: "MXNet Example"
|
|
- file: tune/examples/tune-serve-integration-mnist
|
|
title: "Ray Serve Example"
|
|
- file: tune/examples/pbt_ppo_example
|
|
title: "Ray RLlib Example"
|
|
- file: tune/examples/tune-xgboost
|
|
title: "XGBoost Example"
|
|
- file: tune/examples/lightgbm_example
|
|
title: "LightGBM Example"
|
|
- file: tune/examples/horovod_simple
|
|
title: "Horovod Example"
|
|
- file: tune/examples/pbt_transformers
|
|
title: "Huggingface Example"
|
|
- file: tune/examples/tune-comet
|
|
title: "Comet Example"
|
|
- file: tune/examples/tune-wandb
|
|
title: "Weights & Biases Example"
|
|
- file: tune/examples/ax_example
|
|
title: "Ax Example"
|
|
- file: tune/examples/dragonfly_example
|
|
title: "Dragonfly Example"
|
|
- file: tune/examples/skopt_example
|
|
title: "Skopt Example"
|
|
- file: tune/examples/hyperopt_example
|
|
title: "HyperOpt Example"
|
|
- file: tune/examples/bayesopt_example
|
|
title: "Bayesopt Example"
|
|
- file: tune/examples/flaml_example
|
|
title: "FLAML Example"
|
|
- file: tune/examples/bohb_example
|
|
title: "BOHB Example"
|
|
- file: tune/examples/nevergrad_example
|
|
title: "Nevergrad Example"
|
|
- file: tune/examples/optuna_example
|
|
title: "Optuna Example"
|
|
- file: tune/examples/zoopt_example
|
|
title: "ZOOpt Example"
|
|
- file: tune/examples/sigopt_example
|
|
title: "SigOpt Example"
|
|
- file: tune/examples/hebo_example
|
|
title: "HEBO Example"
|
|
|
|
- file: tune/faq
|
|
- file: tune/api_docs/overview.rst
|
|
|
|
- file: serve/index
|
|
title: Ray Serve
|
|
sections:
|
|
- file: serve/getting_started
|
|
- file: serve/key-concepts
|
|
- file: serve/user-guide
|
|
sections:
|
|
- file: serve/managing-deployments
|
|
- file: serve/handling-dependencies
|
|
- file: serve/http-guide
|
|
- file: serve/http-adapters
|
|
- file: serve/handle-guide
|
|
- file: serve/ml-models
|
|
- file: serve/deploying-serve
|
|
- file: serve/monitoring
|
|
- file: serve/performance
|
|
- file: serve/autoscaling
|
|
- file: serve/deployment-graph
|
|
sections:
|
|
- file: serve/deployment-graph/deployment-graph-e2e-tutorial
|
|
- file: serve/deployment-graph/chain_nodes_same_class_different_args
|
|
- file: serve/deployment-graph/combine_two_nodes_with_passing_input_parallel
|
|
- file: serve/deployment-graph/control_flow_based_on_user_inputs
|
|
- file: serve/deployment-graph/visualize_dag_during_development
|
|
- file: serve/deployment-graph/http_endpoint_for_dag_graph
|
|
- file: serve/production
|
|
- file: serve/architecture
|
|
- file: serve/tutorials/index
|
|
- file: serve/faq
|
|
- file: serve/package-ref
|
|
|
|
- file: rllib/index
|
|
title: Ray RLlib
|
|
sections:
|
|
- file: rllib/core-concepts
|
|
- file: rllib/rllib-training
|
|
- file: rllib/rllib-env
|
|
- file: rllib/rllib-algorithms
|
|
- file: rllib/user-guides
|
|
sections:
|
|
- file: rllib/rllib-models
|
|
- file: rllib/rllib-concepts
|
|
- file: rllib/rllib-sample-collection
|
|
- file: rllib/rllib-replay-buffers
|
|
- file: rllib/rllib-offline
|
|
- file: rllib/rllib-dev
|
|
- file: rllib/rllib-examples
|
|
- file: rllib/package_ref/index
|
|
|
|
- file: ray-more-libs/index
|
|
title: More Libraries
|
|
sections:
|
|
- file: ray-more-libs/joblib
|
|
- file: ray-more-libs/lightgbm-ray
|
|
- file: ray-more-libs/multiprocessing
|
|
- file: ray-more-libs/ray-collective
|
|
- file: ray-more-libs/ray-lightning
|
|
- file: ray-core/examples/using-ray-with-pytorch-lightning
|
|
- file: ray-more-libs/xgboost-ray
|
|
- file: ray-core/examples/dask_xgboost/dask_xgboost
|
|
- file: ray-core/examples/modin_xgboost/modin_xgboost
|
|
- file: workflows/concepts
|
|
title: Ray Workflows
|
|
sections:
|
|
- file: workflows/basics
|
|
- file: workflows/management
|
|
- file: workflows/metadata
|
|
- file: workflows/events
|
|
- file: workflows/comparison
|
|
- file: workflows/advanced
|
|
- file: workflows/package-ref
|
|
|
|
- caption: Ray Core
|
|
chapters:
|
|
- file: ray-core/walkthrough
|
|
title: Getting Started
|
|
- file: ray-core/key-concepts
|
|
title: "Key Concepts"
|
|
- file: ray-core/user-guide
|
|
title: "User Guides"
|
|
- file: ray-core/examples/overview
|
|
title: "Examples"
|
|
sections:
|
|
- file: ray-core/examples/plot_example-a3c
|
|
- file: ray-core/examples/plot_example-lm
|
|
- file: ray-core/examples/plot_hyperparameter
|
|
- file: ray-core/examples/plot_parameter_server
|
|
- file: ray-core/examples/plot_pong_example
|
|
- file: ray-core/examples/highly_parallel
|
|
- file: ray-core/package-ref
|
|
|
|
- caption: Ray Clusters
|
|
chapters:
|
|
- file: cluster/index
|
|
- file: cluster/quickstart
|
|
- file: cluster/key-concepts
|
|
- file: cluster/user-guide
|
|
- file: cluster/cloud
|
|
- file: cluster/deploy
|
|
- file: cluster/api
|
|
- file: cluster/usage-stats
|
|
- file: cluster/cluster_under_construction
|
|
title: Ray Clusters (under construction)
|
|
sections:
|
|
- file: cluster/cluster_under_construction/getting-started
|
|
title: Getting Started
|
|
- file: cluster/cluster_under_construction/key-concepts
|
|
title: Key Concepts
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/index
|
|
title: Ray Clusters on Kubernetes
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/getting-started
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/config.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/k8s-cluster-setup.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/logging.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/gpu.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/networking.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/user-guides/kuberay-vs-legacy.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/examples
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/examples/ml-example.md
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-kubernetes/references
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/index
|
|
title: Ray Clusters on VMs
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/getting-started
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/index
|
|
title: User Guides
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/installing-ray
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/launching-clusters/index
|
|
title: Launching Clusters
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/launching-clusters/aws
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/launching-clusters/azure
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/launching-clusters/gcp
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/launching-clusters/add-your-own-cloud-provider
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-ray-cluster-on-prem
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/monitoring-and-observing-ray-cluster
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/large-cluster-best-practices
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/multi-tenancy-best-practices
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/configuring-autoscaling
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/community-supported-cluster-manager/index
|
|
title: Community-supported Cluster Managers
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/community-supported-cluster-manager/yarn
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/community-supported-cluster-manager/slurm
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/community-supported-cluster-manager/lsf
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-jobs/index
|
|
title: Running Jobs
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-jobs/job-submission-cli
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-jobs/job-submission-sdk
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-jobs/job-submission-rest
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/user-guides/running-jobs/ray-client
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/index
|
|
title: Examples
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/index
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/launching-ray-cluster
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/running-job-via-job-submission
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/scale-your-job-with-autoscaling
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/observe-your-app
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/learn-ray-cluster-basics/shutting-down-your-ray-cluster
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/setting-up-ray-cluster-for-development/index
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/setting-up-ray-cluster-for-development/todo
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/setting-up-ray-cluster-for-production/index
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/examples/setting-up-ray-cluster-for-production/todo
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/references/index
|
|
sections:
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/references/job-submission-apis
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/references/ray-cluster-cli
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/references/ray-cluster-configuration
|
|
- file: cluster/cluster_under_construction/ray-clusters-on-vms/references/autoscaler-sdk-api
|
|
|
|
- caption: References
|
|
chapters:
|
|
- file: ray-references/api
|
|
|
|
- caption: Developer Guides
|
|
chapters:
|
|
- file: ray-contribute/stability
|
|
- file: ray-contribute/getting-involved
|
|
sections:
|
|
- file: ray-contribute/development
|
|
- file: ray-contribute/docs
|
|
- file: ray-contribute/fake-autoscaler
|
|
- file: ray-core/examples/testing-tips
|
|
- file: ray-core/configure
|
|
- file: ray-observability/index
|
|
- file: ray-contribute/whitepaper
|