In this guide, we explain the concepts of Oríon in depth. A light weight introduction is available in Getting Started to familiarize yourself with the project and its concepts.
The user guide is organized in the following sections:
Integrate. Describes how you can integrate Oríon to your existing scripts and experiments.
Optimize. Describes how to start and configure hyperparameter optimizations.
Algorithms. Describes our optimization algorithms and their options.
Search Space. Describes our search space and their options.
Monitoring. Describes how to observe trials and view experiments results.
Visualizations. Describes visualizations tools to analyse experiment results.
Experiment Version Control. Describes how trials are organized and how you can reuse results from past experiments.
Storage. Describes how to interact with the experiment database directly.
Benchmark. Describes benchmarking tool to compare optimization algorithms.
Advanced Configuration. Details in depth how the configuration system works.
Parallel Workers. 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!