In this guide, we explain the concepts of Oríon in depth. A light weight introduction is available in /install/gettingstarted
to familiarize yourself with the project and its concepts.
The user guide is organized in the following sections:
/user/script
. Describes how you can integrate Oríon to your existing scripts and experiments./user/api
. Describes how to start and configure hyperparameter optimizations./user/algorithms
. Describes our optimization algorithms and their options./user/searchspace
. Describes our search space and their options./user/monitoring
. Describes how to observe trials and view experiments results.visualizations
. Describes visualizations tools to analyse experiment results./user/evc
. Describes how trials are organized and how you can reuse results from past experiments./user/storage
. Describes how to interact with the experiment database directly./user/benchmark
. Describes benchmarking tool to compare optimization algorithms./user/config
. Details in depth how the configuration system works.parallelism
. Describes how to run multiple workers for the same experiment.
If you have any questions or feel something is missing in the documentation, always feel free to start a new issue and tell us!