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delfos: DEveLopers' Framework of Suggestions is a recommender systems library that has a number of recommendation algorithms, datasets, experimentation protocols and metrics to perform experiments to evaluate and compare recommendation techniques.
Althoug delfos's main aim is to provide a simple library for researchers who propose new recommendation algorighms, it can also be used for educational and personalisation purposes.
Additionally, delfos provides a simple and powerfull framework to implement and integrate your recommendation algorithm.
- Compare a personalisation algorithm with state-of-the-art approaches.
- Single-user recommendation experimentation.
- Group recommendation experimentation.
- Group-level recommendation experiments.
All the source code is available, which allows to explore the code and learn about the concrete implementations of the state-of-the-art methods.
Integrate personalisation techniques in any system.
Compare how differents systems perform on a given domain. This helps websites administrators to chose the best recommendation approach.
Adjust the recommender systems configuration to get the optimal performance.
To request for additional information or notify a problem, contact delfos's team
- Install delfos
- Writting a recommender
- Recommender types
- Create and manage a database
- [Use a group recommender] (Guide-How-to-use-a-group-recommender)