Open model hub
The open model hub is a toolkit with functions and models that can run directly on a full dataset collected with Objectiv’s Tracker SDKs. All models are open-source, free to use, and can easily be combined to build advanced compound models.
How to use the open model hub
The following types of functions/models are provided:
- Helper functions: Simplify manipulating and analyzing the data.
- Aggregation models: Enable running some of the more common data analyses and product analytics metrics.
- Machine learning models: ML models such as logistic regression.
- Funnels: To analyze Funnels, e.g. discover all the (top) user journeys that lead to conversion or drop-off.
Modeling behavior of users and groups is enabled through configurable Identity Resolution.
pip install objectiv-modelhub
Powered by Bach
The open model hub is powered by Bach: Objectiv’s data modeling library. With Bach, you can compose models with familiar Pandas-like dataframe operations that use an SQL abstraction layer to run on the full dataset. Models can be output to SQL with one command.