Giter Site home page Giter Site logo

Comments (5)

evfro avatar evfro commented on July 18, 2024

Hi,

I believe the problem is with your item_features object. Could you show its content?

from polara.

bhanga-manish avatar bhanga-manish commented on July 18, 2024

Hi evfro,
Here is item_features Dataframe.

image

from polara.

evfro avatar evfro commented on July 18, 2024

The problematic part is your id column:

  • if it's a feature then you should convert every value of this column to a list, e.g., 1 must become [1];
  • if it's an actual index of an item, you should run item_tags = item_tags.set_index("id").

Note that in the latter case this index must be the same as the index in your training data. See the example in my blog: the training, the test, and the item feature datasets are printed above the section titled Preparing data model for training and validation: https://www.eigentheories.com/blog/lightfm-vs-hybridsvd/#Preparing-data-model-for-training-and-validation

from polara.

evfro avatar evfro commented on July 18, 2024

@bhanga-manish have you been able to resolve the problem with the hints above?

from polara.

evfro avatar evfro commented on July 18, 2024

Closing this as the issue seem to be resolved. Feel free to reopen if you still have problems.

from polara.

Related Issues (14)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.