AI-enhanced UX | MorphL-Community-Edition uses machine learning to predict user behaviors in mobile & web applications and enables a personalized user experience to increase engagement and conversion rates.
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README.md

README.md

What is MorphL

MorphL is an open-source initiative that uses machine learning to predict users' behavior in mobile & web applications and enable personalized user experiences to increase engagement & conversion rates. Morphl.io is funded through Google Digital News Initiative (€ 50,000 grant).

The product development process usually consists of a few important phases: planning, design, development and launch. To increase engagement and conversion rates, this process undergoes multiple iterations which developers seldom navigate by looking at the data. Usually there’s somebody else, be it a product owner, marketing or sales person, analyzing it and feeding developers a feature list needed for the next product release.

There lies the gap between developers, marketers and users which leads to lots of guess-work. Consequently, the product development feedback loop is broken.

MorphL uses machine learning to optimize user interactions by analyzing product micro-metrics and enabling automatic user interface adaptation to provide a personalized user experience.

How it works

Morphl Integrations
We integrate with Google Analytics, Facebook Ads, Mixpanel, Kissmetrics and other platforms to identify user behaviors.
Morphl Predictive Models
We're utilizing open-source machine learning algorithms to build predictive models which are then used to develop predictive applications.
Morphl Personalized Experience
Developers can integrate micro-metrics directly in the user-facing product components and use the MorphL insights to build personalized user experiences.

Get early access

On-premises, Cloud, or Hybrid. We offer several deployment options, giving you the flexibility to leverage MorphL based on the model that best suits your business needs and your budget.

If you run a business and are planning on using MorphL in a revenue-generating product, it makes business sense to sponsor MorphL development: it ensures the project that your product relies on stays healthy and actively maintained. It can also help your exposure in the open-source community and makes it easier to attract developers.

For enterprise sales or partnerships please contact us here or at contact [at] morphl.io.

Architecture

The MorphL Platform consists of two main components:

  • MorphL Platform Orchestrator - This is the backbone of the platform. It sets up the infrastructure required for running pipelines for each model.

  • MorphL Pipelines - Consists of various Python scripts, required for retrieving data from various sources, pre-processing, training a model and generating predictions.


The code that you'll find in this repository is a mirror that we use for making releases. If you want to contribute to a pipeline or create a new model, please open a pull request in the corresponding repository from the MorphL-AI organization.

This is project is currently under development. You can read more about it here: https://morphl.io. Follow us on Twitter: https://twitter.com/morphlio. Join our Slack community and chat with other developers: http://bit.ly/morphl-slack

License

Licensed under the Apache-2.0 License.