wikirec

wikirec copied to clipboard

One way to provide more data for wikirec would be to add metadata for the given article via its [Wikidata:Main_Page](https://www.wikidata.org/wiki/Wikidata:Main_Page) page. This would change the manner in which the data...

andrewtavis

A potential addition to wikirec would be allowing a user to change the recommendations based on the topics. As of now this is only a sketch, but the general idea...

andrewtavis

Add WikilinkNN Unwanted Links

3

The WikilinkNN currently best supports book recommendations in wikirec as there are preset links that are removed via the following in [wikirec.model._wikilink_nn](https://github.com/andrewtavis/wikirec/blob/main/src/wikirec/model.py): ```python to_remove = [ "hardcover", "paperback", "hardback", "e-book",...

andrewtavis

Devising ways to best combine recommendations

19

This issue is to discuss ways to best combine vector embeddings so that a wikirec user can optimally pass more than one argument to [wikirec.model.recommend](https://github.com/andrewtavis/wikirec/blob/main/src/wikirec/model.py). The current way of combining...

andrewtavis

Allowing users to express disinterest in model.recommend

3

This issue is for discussing and potentially implementing a way for users to express disinterest in a title when calling [wikirec.model.recommend](https://github.com/andrewtavis/wikirec/blob/main/src/wikirec/model.py). The general idea now would be to allow users...

andrewtavis

Add t-SNE to wikirec

3

It would be helpful to be able to visualize the embeddings created by wikirec models, and one such way to achieve this is [t-SNE](https://en.wikipedia.org/wiki/T-distributed_stochastic_neighbor_embedding). This would allow the results models...

andrewtavis

New recommendation models

6

Please use this issue to make suggestions for new models that could be added to wikirec. Suggestions would ideally include some of the following: - A blogpost or other source...

andrewtavis

Implementing simple parsing arguments

4

This issue is to discuss and implement keys for [wikirec.data_utils.input_conversion_dict](https://github.com/andrewtavis/wikirec/blob/main/src/wikirec/data_utils.py) to make it easier for people to find valid arguments to parse Wikipedia articles using [wikirec.data_utils.parse_to_ndjson](https://github.com/andrewtavis/wikirec/blob/main/src/wikirec/data_utils.py). Rather than needing to...

andrewtavis

Bumps [black](https://github.com/psf/black) from 19.10b0 to 24.3.0. Release notes Sourced from black's releases. 24.3.0 Highlights This release is a milestone: it fixes Black's first CVE security vulnerability. If you run Black...

dependabot[bot]

Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.24.1 to 1.0.1. Release notes Sourced from scikit-learn's releases. scikit-learn 1.0.1 We're happy to announce the 1.0.1 release with several bugfixes: You can see the changelog here:...

dependabot[bot]