The open model hub is a growing collection of data models that you can take, combine and run for product analysis and exploration.
Project description
Objectiv open model hub
The open model hub is a library of pre-built analytics models & functions to build & run deep analyses for a wide range of product & marketing use cases. It’s part of Objectiv, an open-source data collection & modeling platform that helps data teams run product analytics from their notebooks. All models & operations can run directly on a full dataset collected with the Objectiv Tracker without cleaning or transformation, as the data adheres to the strict event typing & validation of an open taxonomy.
Under the hood, the open model hub is powered by Bach, a Python-based analytics modeling library with a Pandas-like interface. Bach translates all operations and models to SQL, running directly on your full dataset. All DataFrames & models can be converted to an SQL statement with just a single command, to use in other tools like dbt or BI.
Installation
pip install objectiv-modelhub
See how to get started in your notebook for detailed installation instructions.
Usage
Support
- Visit Objectiv Docs for instructions & FAQs
- Join Objectiv on Slack to get help
- Request a feature or report an issue on Github
Found a security issue? Please don’t use the issue tracker but contact us directly. See SECURITY.md for details.
Contributing
If you want to contribute to the open model hub or use it as a base for custom development, take a look at CONTRIBUTING.md for detailed development instructions. For more unformation about our contribution process and where you can fit in, check out our Contribution Guide in the Docs.
License
This repository is part of the source code for Objectiv, which is released under the Apache 2.0 License. Please refer to LICENSE.md for details.
Copyright (c) 2021-2022 Objectiv B.V. All rights reserved.
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