DEV Community

Fernando André Fernandes
Fernando André Fernandes

Posted on

1

Increc: An incremental learning recommendation software library

Hello fellow developers!
I come here to share with you a Python project that I wrote which turned into a software library. It falls into the field of incremental learning applied to collaborative filtering recommendations.
It is hosted at Github: https://github.com/Marko50/FEUP-DISS

I want to share this with you in case you wish to attempt to do some research on these types of algorithms and need to want to use a library that is able to mine data streams and perform recommendations and rating predictions.

It has 11 implemented algorithms that fall into 2 categories:
Model-based and Neighborhood-based.
It supports algorithms for both implicit and explicit feedback.

Thank you very much for your time.

Top comments (0)

Billboard image

The Next Generation Developer Platform

Coherence is the first Platform-as-a-Service you can control. Unlike "black-box" platforms that are opinionated about the infra you can deploy, Coherence is powered by CNC, the open-source IaC framework, which offers limitless customization.

Learn more

👋 Kindness is contagious

Please leave a ❤️ or a friendly comment on this post if you found it helpful!

Okay