xplainfi - Feature Importance Methods for Global Explanations

Provides a consistent interface for common feature importance methods as described in Ewald et al. (2024) <doi:10.1007/978-3-031-63797-1_22>, including permutation feature importance (PFI), conditional and relative feature importance (CFI, RFI), leave one covariate out (LOCO), and Shapley additive global importance (SAGE), as well as feature sampling mechanisms to support conditional importance methods.

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feature-importanceinterpretable-machine-learningmachine-learningmlr3statistical-inferencevariable-importance

6.30 score 5 stars 11 scripts 183 downloads

tRakt - Get Data from 'trakt.tv'

A wrapper for the <https://trakt.tv> API to retrieve data about shows and movies, including user ratings, credits and related metadata. Additional functions retrieve user-specific information including collections and history of watched items. A full API reference is available at <https://trakt.docs.apiary.io>.

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trakttrakt-apitrakttv

6.17 score 25 stars 39 scripts 5 downloads

randomPlantedForest - Random Planted Forest: A Directly Interpretable Tree Ensemble

An implementation of the Random Planted Forest algorithm for directly interpretable tree ensembles based on a functional ANOVA decomposition.

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intelligibilityinterpretable-machine-learninginterpretable-mlmachine-learningmlrandom-forestcpp

3.75 score 5 stars 45 scripts

tauturri - Get Data Out of 'Tautulli' (Formerly 'PlexPy')

'Tautulli' (<http://tautulli.com>) is a monitoring application for 'Plex' Media Servers (<https://www.plex.tv>) which collects a lot of data about media items and server usage such as play counts. This package interacts with the 'Tautulli' API of any specified server to get said data into R. The 'Tautulli' API documentation is available at <https://github.com/Tautulli/Tautulli/blob/master/API.md>.

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api-clientplexpytautulli

3.33 score 1 stars 43 scripts 185 downloads

poddr - Collect Metadata for Selected Podcasts

Collecting all the data, but just for The Incomparable, Relay.fm and ATP.

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2.48 score 1 stars 6 scripts