MorphL Community Edition

Our mission is to democratize AI and empower people that build digital products or services, that believe their users deserve a superior experience and that want to offer them a personalized digital experience.

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Open Source Tech Stack

Suitable for software engineers that want full control over their Big Data and ML infrastructure. We encourage machine learning engineers, big data experts and data scientists to use the free open-source version and extend it to suit their needs.

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ARCHITECTURE

The MorphL CE consists of two main components: the Orchestrator (sets up the infrastructure required for running pipelines for each model) and the Pipelines. For each model, the orchestrator deploys 3 pipelines described below.

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INGESTION

Runs a series of connectors responsible for gathering data from various data-sources (Google Analytics, Google Ads, Facebook Ads and others).

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TRAINING

Consists of pre-processors (responsible for cleaning, formatting, deduplicating, normalizing and transforming data) and model training.

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PREDICTION

Generates predictions based on a trained model. It is triggered at the final step of the ingestion pipeline through a preflight check.

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Become part of the Community

We invite you to join our development efforts on GitHub.

Conversations on our forums and our chat channel #morphl-community

Interact with us on our blog and social media channels, too!

Get in touch if you want to discuss open-source partnership opportunities.

MorphL Community Edition

If you have any questions, our community is happy to help you.

Join the community

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 779790.