Available tools
The package provides tools to help you implement your BACE application:
Prior to launching an experiment
The following steps are recommended prior to launching an experiment:
- As you make changes to your application, to query and test your application, the provided API notebooks can be very helpful. We recommend doing extensive local testing.
- Once your code is tested to be free of errors, we recommend that you perform simulated experiments using the code. For example, you can test the level of precision that can be achieved with a specific number of BACE questions. You can test vary your priors and optimization configurations when trading off speed and precision. Please refer to Simulation tools. This is entirely on your computer and not on the cloud.
- To perform load testing before launching a large experiment, please refer to Load testing.
After launching an experiment
- To access your experimental data from AWS after deploying, please refer to Extract your experimental data.
- To reestimate preferences after collecting your experimental data from AWS, please refer to Reestimate preferences from data.