RecTools
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RecTools - library to build Recommendation Systems easier and faster than ever before
### Feature Description Add `compute_timing` argument to `cross_validate` function that will add `fit` and `recommend` methods timing to output metrics ### Why this feature? Useful in industry and research ###...
### Feature Description Change DSSM default architecture for better performance ### Why this feature? We need better performance out of the box ### Additional context _No response_
### Feature Description Extended tutorial for all of RecSys baselines: theory and practice ### Why this feature? Accumulate expertise together with code ### Additional context _No response_
### Feature Description Method of `VisualApp` that generates static report of visualisation that will be kept in ipynb file after saving and pushing to remote repository ### Why this feature?...
### What happened? https://github.com/MobileTeleSystems/RecTools/blob/main/examples/7_visualization.ipynb no links are working in repo or in documentation ### Expected behavior _No response_ ### Relevant logs and/or screenshots _No response_ ### Operating System any ###...
### Feature Description Implement pAp ranking metric ### Why this feature? This is an AUC like metric that has good use in real services. ### Additional context _No response_
### Feature Description Implement a pAUC metric ### Why this feature? This is an AUC like metric that has good use in real services. ### Additional context _No response_
### Feature Description Create a wrapper for popular BPR-MF baseline ### Why this feature? It's easy to implement and it's often used as a baseline in research ### Additional context...
## Description - Added `random_state`, `maxiter` and `tol` parameters to the PureSVD model ## Type of change - [ ] Bug fix (non-breaking change which fixes an issue) - [x]...
## Description Added DebiasWrapper for metrics [#98](https://github.com/orgs/MobileTeleSystems/projects/1/views/1?pane=issue&itemId=54005450) ## Type of change - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds...