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Introduction
Introduction and overview of ECiDA.
Welcome to ECiDA!
ECiDA is a platform that allows you to streamline your ML development experience, from prototype all the way up to running your algorithms in a production setting.
In short, ECiDA enables you to:
- Create modules from new or existing code in Python, with minimal changes to your usual Python code.
- Combine modules in a pipeline to allow reusability and modifications in e.g. experiments.
- Deploy your pipeline through different versions in different environments.
- Monitor your pipeline by inspecting logs, data links and metrics to enable experiment tracking.
To get started using ECiDA, feel free to use Quickstart with a simple example, or head over directly to the various how-to guides for a more extended overview of the available features.