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sidebars.js
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/**
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*
* @format
*/
module.exports = {
mainSidebar: [
{'Getting Started': ['getting_started/main', {
'Where do I start?': [{'Data Scientists': ['getting_started/ds/ds_first_steps', 'getting_started/ds/ds_second_steps', 'getting_started/ds/best_practices']},
{'MLOps and LLMOps': ['getting_started/mlops/mlops_first_steps','getting_started/mlops/mlops_second_steps','getting_started/mlops/mlops_best_practices']}]
}, 'getting_started/architecture', {'Video Tutorials':
[
'getting_started/video_tutorials/quick_introduction',
'getting_started/video_tutorials/core_component_overview',
'getting_started/video_tutorials/experiment_manager_hands-on',
'getting_started/video_tutorials/experiment_management_best_practices',
'getting_started/video_tutorials/agent_remote_execution_and_automation',
'getting_started/video_tutorials/hyperparameter_optimization',
'getting_started/video_tutorials/pipelines_from_code',
'getting_started/video_tutorials/pipelines_from_tasks',
'getting_started/video_tutorials/clearml-data',
'getting_started/video_tutorials/the_clearml_autoscaler',
'getting_started/video_tutorials/hyperdatasets_data_versioning',
{
'Hands-on MLOps Tutorials':[
'getting_started/video_tutorials/hands-on_mlops_tutorials/how_clearml_is_used_by_a_data_scientist',
'getting_started/video_tutorials/hands-on_mlops_tutorials/how_clearml_is_used_by_an_mlops_engineer',
'getting_started/video_tutorials/hands-on_mlops_tutorials/ml_ci_cd_using_github_actions_and_clearml'
]
}
]}]},
{'ClearML Fundamentals': [
'fundamentals/projects', 'fundamentals/task', 'fundamentals/hyperparameters',
'fundamentals/artifacts', 'fundamentals/models', 'fundamentals/logger', 'fundamentals/agents_and_queues',
'fundamentals/hpo'
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML SDK',
link: {type: 'doc', id: 'clearml_sdk/clearml_sdk'},
items: ['clearml_sdk/task_sdk', 'clearml_sdk/model_sdk', 'clearml_sdk/apiclient_sdk']
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Agent',
link: {type: 'doc', id: 'clearml_agent'},
items: ['clearml_agent/clearml_agent_setup', 'clearml_agent/clearml_agent_deployment',
'clearml_agent/clearml_agent_execution_env', 'clearml_agent/clearml_agent_env_caching',
'clearml_agent/clearml_agent_dynamic_gpus', 'clearml_agent/clearml_agent_fractional_gpus',
'clearml_agent/clearml_agent_services_mode', 'clearml_agent/clearml_agent_docker',
'clearml_agent/clearml_agent_scheduling']
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Cloud Autoscaling',
link: {type: 'doc', id: 'cloud_autoscaling/autoscaling_overview'},
items: [
{'Autoscaler Apps': [
'webapp/applications/apps_aws_autoscaler',
'webapp/applications/apps_gcp_autoscaler',
]
}
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Pipelines',
link: {type: 'doc', id: 'pipelines/pipelines'},
items: [{"Building Pipelines":
['pipelines/pipelines_sdk_tasks', 'pipelines/pipelines_sdk_function_decorators']
}
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Data',
link: {type: 'doc', id: 'clearml_data/clearml_data'},
items: ['clearml_data/clearml_data_cli', 'clearml_data/clearml_data_sdk', 'clearml_data/best_practices',
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Workflows',
link: {type: 'doc', id: 'clearml_data/data_management_examples/workflows'},
items: [
'clearml_data/data_management_examples/data_man_simple',
'clearml_data/data_management_examples/data_man_folder_sync',
'clearml_data/data_management_examples/data_man_cifar_classification',
'clearml_data/data_management_examples/data_man_python'
]
},
]
},
'hyper_datasets',
'model_registry',
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Remote IDE',
link: {type: 'doc', id: 'remote_session'},
items: [
'apps/clearml_session',
{type: 'ref', id: 'webapp/applications/apps_ssh_session'},
{type: 'ref', id: 'webapp/applications/apps_jupyter_lab'},
{type: 'ref', id: 'webapp/applications/apps_vscode'}
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Serving',
link: {type: 'doc', id: 'clearml_serving/clearml_serving'},
items: ['clearml_serving/clearml_serving_setup', 'clearml_serving/clearml_serving_cli', 'clearml_serving/clearml_serving_tutorial']
},
{'CLI Tools': [
'apps/clearml_task',
{type: 'ref', id: 'clearml_agent/clearml_agent_ref'},
{type: 'ref', id: 'clearml_data/clearml_data_cli'},
'apps/clearml_param_search',
{type: 'ref', id: 'apps/clearml_session'},
{type: 'ref', id: 'clearml_serving/clearml_serving_cli'},
]
},
{'Integrations': [
'integrations/autokeras',
'integrations/catboost',
'integrations/click',
'integrations/fastai',
{"Hugging Face": ['integrations/transformers', 'integrations/accelerate']},
'integrations/hydra', 'integrations/jsonargparse',
'integrations/keras', 'integrations/keras_tuner',
'integrations/langchain',
'integrations/lightgbm', 'integrations/matplotlib',
'integrations/megengine', 'integrations/monai', 'integrations/tao',
{"OpenMMLab":['integrations/mmcv', 'integrations/mmengine']},
'integrations/optuna',
'integrations/python_fire', 'integrations/pytorch',
'integrations/ignite',
'integrations/pytorch_lightning',
'integrations/scikit_learn', 'integrations/seaborn',
'integrations/splunk',
'integrations/tensorboard', 'integrations/tensorboardx', 'integrations/tensorflow',
'integrations/xgboost', 'integrations/yolov5', 'integrations/yolov8'
]
},
'integrations/storage',
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'WebApp',
link: {type: 'doc', id: 'webapp/webapp_overview'},
items: [
'webapp/webapp_home',
{
'Projects': [
'webapp/webapp_projects_page',
'webapp/webapp_project_overview',
{
'Experiments': ['webapp/webapp_exp_table', 'webapp/webapp_exp_track_visual', 'webapp/webapp_exp_reproducing', 'webapp/webapp_exp_tuning',
'webapp/webapp_exp_comparing']
},
{
'Models': ['webapp/webapp_model_table', 'webapp/webapp_model_viewing', 'webapp/webapp_model_comparing']
},
'webapp/webapp_exp_sharing'
]
},
{
'Datasets':[
'webapp/datasets/webapp_dataset_page', 'webapp/datasets/webapp_dataset_viewing'
]
},
{
'Pipelines':[
'webapp/pipelines/webapp_pipeline_page', 'webapp/pipelines/webapp_pipeline_table', 'webapp/pipelines/webapp_pipeline_viewing'
]
},
'webapp/webapp_model_endpoints',
'webapp/webapp_reports',
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Orchestration',
link: {type: 'doc', id: 'webapp/webapp_workers_queues'},
items: ['webapp/webapp_orchestration_dash', 'webapp/resource_policies']
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Applications',
link: {type: 'doc', id: 'webapp/applications/apps_overview'},
items: [
{
"General": [
'webapp/applications/apps_hpo',
'webapp/applications/apps_dashboard',
'webapp/applications/apps_task_scheduler',
'webapp/applications/apps_trigger_manager',
]
},
{
"AI Dev": [
'webapp/applications/apps_ssh_session',
'webapp/applications/apps_jupyter_lab',
'webapp/applications/apps_vscode',
]
},
{
"UI Dev": [
'webapp/applications/apps_gradio',
'webapp/applications/apps_streamlit'
]
},
{
"Deploy": [
'webapp/applications/apps_embed_model_deployment',
'webapp/applications/apps_model_deployment',
'webapp/applications/apps_llama_deployment'
]
},
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Settings',
link: {type: 'doc', id: 'webapp/settings/webapp_settings_overview'},
items: ['webapp/settings/webapp_settings_profile',
'webapp/settings/webapp_settings_admin_vaults', 'webapp/settings/webapp_settings_users',
'webapp/settings/webapp_settings_access_rules', 'webapp/settings/webapp_settings_id_providers',
'webapp/settings/webapp_settings_resource_configs', 'webapp/settings/webapp_settings_usage_billing',
'webapp/settings/webapp_settings_storage_credentials'
]
},
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'Configuring ClearML',
link: {type: 'doc', id: 'configs/configuring_clearml'},
items: ['configs/clearml_conf', 'configs/env_vars']
},
{'User Management': [
'user_management/user_groups',
'user_management/access_rules',
'user_management/admin_vaults',
'user_management/identity_providers'
]
},
{
type: 'category',
collapsible: true,
collapsed: true,
label: 'ClearML Server',
link: {type: 'doc', id: 'deploying_clearml/clearml_server'},
items: [
{'Deploying ClearML Server':
['deploying_clearml/clearml_server_aws_ec2_ami', 'deploying_clearml/clearml_server_gcp',
'deploying_clearml/clearml_server_linux_mac', 'deploying_clearml/clearml_server_win',
'deploying_clearml/clearml_server_kubernetes_helm']
},
{'Upgrading ClearML Server':
['deploying_clearml/upgrade_server_aws_ec2_ami','deploying_clearml/upgrade_server_gcp',
'deploying_clearml/upgrade_server_linux_mac', 'deploying_clearml/upgrade_server_win',
'deploying_clearml/upgrade_server_kubernetes_helm',
'deploying_clearml/clearml_server_es7_migration', 'deploying_clearml/clearml_server_mongo44_migration']
},
'deploying_clearml/clearml_server_config', 'deploying_clearml/clearml_server_security'
]
},
//'Comments': ['Notes'],
],
guidesSidebar: [
'guides/guidemain',
{'Advanced': ['guides/advanced/execute_remotely', 'guides/advanced/multiple_tasks_single_process']},
{'Automation': ['guides/automation/manual_random_param_search_example', 'guides/automation/task_piping']},
{'ClearML Task': ['guides/clearml-task/clearml_task_tutorial']},
{'ClearML Agent': ['guides/clearml_agent/executable_exp_containers', 'guides/clearml_agent/exp_environment_containers', 'guides/clearml_agent/reproduce_exp']},
{'Datasets': ['clearml_data/data_management_examples/data_man_cifar_classification', 'clearml_data/data_management_examples/data_man_python']},
{'Distributed': ['guides/distributed/distributed_pytorch_example', 'guides/distributed/subprocess_example']},
{'Docker': ['guides/docker/extra_docker_shell_script']},
{'Frameworks': [
'guides/frameworks/autokeras/autokeras_imdb_example',
'guides/frameworks/catboost/catboost',
'guides/frameworks/fastai/fastai_with_tensorboard',
{'Hugging Face': ['guides/frameworks/huggingface/transformers']},
{'Keras': ['guides/frameworks/keras/jupyter', 'guides/frameworks/keras/keras_tensorboard']},
'guides/frameworks/lightgbm/lightgbm_example',
'guides/frameworks/matplotlib/matplotlib_example',
'guides/frameworks/megengine/megengine_mnist',
{'PyTorch':
[
'guides/frameworks/pytorch/pytorch_distributed_example', 'guides/frameworks/pytorch/pytorch_matplotlib',
'guides/frameworks/pytorch/pytorch_mnist', 'guides/frameworks/pytorch/pytorch_tensorboard','guides/frameworks/pytorch/tensorboard_toy_pytorch',
'guides/frameworks/pytorch/pytorch_tensorboardx', 'guides/frameworks/pytorch/pytorch_abseil', 'guides/frameworks/pytorch/model_updating',
{'PyTorch Notebooks': [
{'Audio': ['guides/frameworks/pytorch/notebooks/audio/audio_classification_UrbanSound8K', 'guides/frameworks/pytorch/notebooks/audio/audio_preprocessing_example']},
{'Image': ['guides/frameworks/pytorch/notebooks/image/hyperparameter_search', 'guides/frameworks/pytorch/notebooks/image/image_classification_CIFAR10']},
{'Table': ['guides/frameworks/pytorch/notebooks/table/download_and_preprocessing', 'guides/frameworks/pytorch/notebooks/table/tabular_training_pipeline']},
{'Text': ['guides/frameworks/pytorch/notebooks/text/text_classification_AG_NEWS']}]
}
]
},
{'PyTorch Ignite': ['guides/frameworks/pytorch_ignite/integration_pytorch_ignite', 'guides/frameworks/pytorch_ignite/pytorch_ignite_mnist']},
'guides/frameworks/pytorch_lightning/pytorch_lightning_example',
{'Scikit-Learn': ['guides/frameworks/scikit-learn/sklearn_joblib_example', 'guides/frameworks/scikit-learn/sklearn_matplotlib_example']},
{'TensorBoardX': ['guides/frameworks/tensorboardx/tensorboardx', "guides/frameworks/tensorboardx/video_tensorboardx"]},
{
'TensorFlow': ['guides/frameworks/tensorflow/tensorboard_pr_curve', 'guides/frameworks/tensorflow/tensorboard_toy',
'guides/frameworks/tensorflow/tensorflow_mnist', 'guides/frameworks/tensorflow/integration_keras_tuner']
},
{'XGBoost': ['guides/frameworks/xgboost/xgboost_sample', 'guides/frameworks/xgboost/xgboost_metrics']}
]},
{'IDEs': ['guides/ide/remote_jupyter_tutorial', 'guides/ide/integration_pycharm', 'guides/ide/google_colab']},
{'Offline Mode':['guides/set_offline']},
{'Optimization': ['guides/optimization/hyper-parameter-optimization/examples_hyperparam_opt']},
{'Pipelines': ['guides/pipeline/pipeline_controller', 'guides/pipeline/pipeline_decorator', 'guides/pipeline/pipeline_functions']},
{'Reporting': ['guides/reporting/explicit_reporting','guides/reporting/3d_plots_reporting', 'guides/reporting/artifacts', 'guides/reporting/using_artifacts', 'guides/reporting/clearml_logging_example', 'guides/reporting/html_reporting',
'guides/reporting/hyper_parameters', 'guides/reporting/image_reporting', 'guides/reporting/manual_matplotlib_reporting', 'guides/reporting/media_reporting',
'guides/reporting/model_config', 'guides/reporting/pandas_reporting', 'guides/reporting/plotly_reporting',
'guides/reporting/scalar_reporting', 'guides/reporting/scatter_hist_confusion_mat_reporting', 'guides/reporting/text_reporting']},
{'Services': ['guides/services/aws_autoscaler', 'guides/services/cleanup_service', 'guides/services/slack_alerts']},
{'Storage': ['guides/storage/examples_storagehelper']},
{'Web UI': ['guides/ui/building_leader_board','guides/ui/tuning_exp']}
],
rnSidebar: [
{'Server': [
{
'Open Source':
[
'release_notes/clearml_server/open_source/ver_2_0',
{
'Older Versions': [
'release_notes/clearml_server/open_source/ver_1_17', 'release_notes/clearml_server/open_source/ver_1_16',
'release_notes/clearml_server/open_source/ver_1_15', 'release_notes/clearml_server/open_source/ver_1_14',
'release_notes/clearml_server/open_source/ver_1_13', 'release_notes/clearml_server/open_source/ver_1_12',
'release_notes/clearml_server/open_source/ver_1_11', 'release_notes/clearml_server/open_source/ver_1_10',
'release_notes/clearml_server/open_source/ver_1_9', 'release_notes/clearml_server/open_source/ver_1_8',
'release_notes/clearml_server/open_source/ver_1_7', 'release_notes/clearml_server/open_source/ver_1_6',
'release_notes/clearml_server/open_source/ver_1_5', 'release_notes/clearml_server/open_source/ver_1_4',
'release_notes/clearml_server/open_source/ver_1_3', 'release_notes/clearml_server/open_source/ver_1_2',
'release_notes/clearml_server/open_source/ver_1_1', 'release_notes/clearml_server/open_source/ver_1_0',
'release_notes/clearml_server/open_source/ver_0_17', 'release_notes/clearml_server/open_source/ver_0_16',
'release_notes/clearml_server/open_source/ver_0_15', 'release_notes/clearml_server/open_source/ver_0_14',
'release_notes/clearml_server/open_source/ver_0_13', 'release_notes/clearml_server/open_source/ver_0_12',
'release_notes/clearml_server/open_source/ver_0_11', 'release_notes/clearml_server/open_source/ver_0_10',
]
}
]
},
{
'Enterprise':
[
'release_notes/clearml_server/enterprise/ver_3_23',
{
'Older Versions': [
'release_notes/clearml_server/enterprise/ver_3_22',
'release_notes/clearml_server/enterprise/ver_3_21', 'release_notes/clearml_server/enterprise/ver_3_20'
]
}
]
}
]},
{'SDK': [
{
'Open Source':
[
'release_notes/sdk/open_source/ver_1_17',
{
'Older Versions': [
'release_notes/sdk/open_source/ver_1_16', 'release_notes/sdk/open_source/ver_1_15',
'release_notes/sdk/open_source/ver_1_14', 'release_notes/sdk/open_source/ver_1_13',
'release_notes/sdk/open_source/ver_1_12', 'release_notes/sdk/open_source/ver_1_11',
'release_notes/sdk/open_source/ver_1_10', 'release_notes/sdk/open_source/ver_1_9',
'release_notes/sdk/open_source/ver_1_8', 'release_notes/sdk/open_source/ver_1_7',
'release_notes/sdk/open_source/ver_1_6', 'release_notes/sdk/open_source/ver_1_5',
'release_notes/sdk/open_source/ver_1_4', 'release_notes/sdk/open_source/ver_1_3',
'release_notes/sdk/open_source/ver_1_2', 'release_notes/sdk/open_source/ver_1_1',
'release_notes/sdk/open_source/ver_1_0', 'release_notes/sdk/open_source/ver_0_17',
'release_notes/sdk/open_source/ver_0_16', 'release_notes/sdk/open_source/ver_0_15',
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'release_notes/sdk/open_source/ver_0_12', 'release_notes/sdk/open_source/ver_0_11',
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]
}
]
},
{
'Enterprise':
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{
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]
}
]
}
]},
{'ClearML Agent':
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{
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'release_notes/clearml_agent/ver_1_7', 'release_notes/clearml_agent/ver_1_6',
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'release_notes/clearml_agent/ver_1_3', 'release_notes/clearml_agent/ver_1_2',
'release_notes/clearml_agent/ver_1_1', 'release_notes/clearml_agent/ver_1_0',
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]
}
]
},
{'ClearML Serving':
[
'release_notes/clearml_serving/ver_1_3',
{
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]
}
]
}
],
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'references/sdk/logger',
{'Model': ['references/sdk/model_model',
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'references/sdk/storage',
'references/sdk/dataset',
{'Pipeline': ['references/sdk/automation_controller_pipelinecontroller',
'references/sdk/automation_job_clearmljob']},
'references/sdk/scheduler',
'references/sdk/trigger',
{'HyperParameter Optimization': [
'references/sdk/hpo_optimization_hyperparameteroptimizer',
'references/sdk/hpo_optimization_gridsearch',
'references/sdk/hpo_optimization_randomsearch',
'references/sdk/hpo_optuna_optuna_optimizeroptuna',
'references/sdk/hpo_hpbandster_bandster_optimizerbohb',
'references/sdk/hpo_parameters_discreteparameterrange',
'references/sdk/hpo_parameters_uniformintegerparameterrange',
'references/sdk/hpo_parameters_uniformparameterrange',
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]},
],
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],
hyperdatasetsSidebar: [
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'hyperdatasets/single_frames',
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'hyperdatasets/sources',
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'hyperdatasets/masks',
'hyperdatasets/previews',
'hyperdatasets/custom_metadata'
]},
'hyperdatasets/dataset',
'hyperdatasets/dataviews',
'hyperdatasets/task',
{'WebApp': [
{'Projects': [
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'hyperdatasets/webapp/webapp_exp_modifying', 'hyperdatasets/webapp/webapp_exp_comparing',
]
},
{'Datasets': [
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'hyperdatasets/webapp/webapp_datasets_versioning',
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]
},
'hyperdatasets/webapp/webapp_annotator'
]
},
'hyperdatasets/code_examples'
],
sdkHyperDataset: [
{'Hyper-Dataset': ['references/hyperdataset/hyperdataset', 'references/hyperdataset/hyperdatasetversion']},
{'DataFrame': ['references/hyperdataset/singleframe',
'references/hyperdataset/framegroup', 'references/hyperdataset/annotation',]},
'references/hyperdataset/dataview',
],
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'references/api/definitions',
'references/api/login',
'references/api/debug',
'references/api/projects',
'references/api/queues',
'references/api/workers',
'references/api/events',
'references/api/models',
'references/api/tasks',
]
};