thomasp85 / lime
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
☆484Updated 2 years ago
Alternatives and similar repositories for lime:
Users that are interested in lime are comparing it to the libraries listed below
- iml: interpretable machine learning R package☆498Updated 2 months ago
- A dplyr backend that partitions a data frame over multiple processes☆646Updated 9 months ago
- Helper functions for modelling☆400Updated last year
- simple and scalable statistical modelling in R☆569Updated this week
- Bayesian analysis + tidy data + geoms (R package)☆737Updated 7 months ago
- Pipeable steps for feature engineering and data preprocessing to prepare for modeling☆590Updated 2 weeks ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆285Updated 4 months ago
- An R package for tidyverse-friendly statistical inference☆745Updated last week
- Explore correlations in R☆594Updated last year
- Data table backend for dplyr☆672Updated 3 months ago
- A tidy unified interface to models☆620Updated 2 weeks ago
- Apply Mapping Functions in Parallel using Futures☆722Updated 2 months ago
- Tidy data structures, summaries, and visualisations for missing data☆658Updated last week
- Automate Data Exploration and Treatment☆524Updated last year
- A frictionless, pipeable approach to dealing with summary statistics☆1,128Updated 3 months ago
- Variable Importance Plots (VIPs)☆187Updated last year
- Join tables together on inexact matching☆681Updated 3 years ago
- R package that extends ggplot2☆598Updated 11 months ago
- Tidy methods for measuring model performance☆388Updated 2 weeks ago
- caret models all the way down☆226Updated 2 months ago
- Preliminary Exploratory Visualisation of Data☆454Updated 9 months ago
- 🐈🐈🐈🐈: tools for working with categorical variables (factors)☆554Updated 9 months ago
- sjPlot - Data Visualization for Statistics in Social Science☆622Updated 5 months ago
- Time series visualisation☆256Updated 3 years ago
- The bookdown version lives here: https://bookdown.org/content/3890☆404Updated 2 years ago
- Classes and functions to create and summarize resampling objects☆340Updated 2 weeks ago
- Widen, process, and re-tidy a dataset☆328Updated 2 years ago
- Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'☆677Updated last year
- Render bits of R code for sharing, e.g., on GitHub or StackOverflow.☆742Updated 8 months ago
- R package: future: Unified Parallel and Distributed Processing in R for Everyone☆978Updated this week