Hi GB Team, we are evaluating GrowthBook and while it is the top candidate there are some clarification questions open.
I understood that there are two ways to create an experiment: based on a feature and directly under Analysis/Experiments. Are there special names for these two types of experiments?
In
https://docs.growthbook.io/overview#3-experiment-analysis-only 3 use cases are explained. Am I right that experiments based on a features will be used by use case 1 (Full Experimentation Platform) and Experiments without features by use case 3 (Experiment Analysis Only)?
Am I right that neither the SDK endpoint nor the REST API (
https://docs.growthbook.io/app/api#authenticated-rest-api-beta) provides information about experiments?
We want to use the experiment life cycle (idea -> draft -> running -> stopped), the analysis support and a lot of other features. The software we want to experiment on is about ML models. So the traffic split / variant assignment will not be done by the frontend or by a growthbook SDK but by a component we are already using: seldon (
https://docs.seldon.io/projects/seldon-core/en/latest/index.html). So we are between use case 1 (Full Experimentation Platform) and use case 3 (Experiment Analysis Only). Ingesting the data for analysis with a data source looks feasible. The problematic part is the starting of an experiment:
• the starting of an experiment may fail. I’m not seeing a direct support in the 3 available experiment states.
• the starting of an experiment may take multiple minutes. It would be nice if this could be shown in GrowthBook.
• if the experiment is created without a feature the custom glue code which configures seldon will not get the experiment setup info from an API (see question above). If the experiment is based on a feature one still doesn’t get the experiment setup and the details can differ from the feature.
Can you advise here how to accomplish this?
It would be nice to have a set of dynamic choices for the variants. So the set of trained ML models is queried by GrowthBook and the experimenter can choose from these models in a drop-down box. It looks like this isn’t directly possible. What are “indirect” ways?