.. toctree:: :hidden: Welcome <self>
.. toctree:: :caption: Get Started :maxdepth: 2 :hidden: How It Works <architecture/index> Tutorials <tutorials/index> Quickstart for Model Developers <tutorials/quickstart-mdldev> Examples <example-solutions/examples> Model Hub Library <model-hub-library/index>
.. toctree:: :caption: Set Up :hidden: Basic Setup <setup-cluster/basic> Setup Guides <setup-cluster/deploy-cluster/index> Security <setup-cluster/security/overview> User Accounts <setup-cluster/users> Workspaces and Projects <setup-cluster/workspaces> Logging and Elasticsearch <setup-cluster/elasticsearch-logging-backend> Cluster Usage History <setup-cluster/historical-cluster-usage-data> Monitor Experiment Through Webhooks <integrations/notification/index> Upgrade <setup-cluster/upgrade> Troubleshooting <setup-cluster/troubleshooting>
.. toctree:: :caption: Model Developer Guide :hidden: Overview <model-dev-guide/index> Distributed Training <model-dev-guide/dtrain-introduction> Prepare Container Environment <model-dev-guide/prepare-container/overview> Prepare Data <model-dev-guide/load-model-data> Training API Guides <model-dev-guide/apis-howto/overview> Hyperparameter Tuning <model-dev-guide/hyperparameter/overview> Submit Experiment <model-dev-guide/submit-experiment> How to Debug Models <model-dev-guide/debug-models> Model Management <model-dev-guide/model-management/overview> Best Practices <model-dev-guide/best-practices/overview>
.. toctree:: :caption: Reference :hidden: Overview <reference/overview> Python SDK <reference/python-sdk> REST API <reference/rest-api> Training Reference <reference/training/index> Experiment Configuration Reference <reference/training/experiment-config-reference> Model Hub Reference <reference/model-hub/index> Deployment Reference <reference/deploy/index> Job Configuration Reference <reference/interface/job-config-reference> Custom Searcher Reference <reference/searcher/custom-searcher-reference> CLI Reference <reference/cli-reference>
.. toctree:: :caption: Tools :hidden: Overview <interfaces/index> CLI User Guide <interfaces/cli-ug> Commands and Shells <interfaces/commands-and-shells> WebUI Interface <interfaces/webui-if> Jupyter Notebooks <interfaces/notebooks> TensorBoards <interfaces/tensorboard> Exposing Custom Ports <interfaces/proxy-ports>
.. toctree:: :caption: Integrations :hidden: Works with Determined <integrations/ecosystem/ecosystem-integration> IDE Integration <interfaces/ide-integration> Prometheus and Grafana <integrations/prometheus/prometheus> attributions
You can quickly train almost any deep learning model using Determined.