thomasp85 / limeLinks
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
☆489Updated 3 years ago
Alternatives and similar repositories for lime
Users that are interested in lime are comparing it to the libraries listed below
Sorting:
- iml: interpretable machine learning R package☆502Updated 8 months ago
- A dplyr backend that partitions a data frame over multiple processes☆644Updated this week
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆286Updated 10 months ago
- caret models all the way down☆228Updated this week
- Helper functions for modelling☆400Updated 2 years ago
- Current version of the SuperLearner R package☆284Updated last year
- Automate Data Exploration and Treatment☆535Updated 3 months ago
- simple and scalable statistical modelling in R☆589Updated last month
- Test coverage reports for R☆345Updated last week
- Tidy data structures, summaries, and visualisations for missing data☆666Updated 6 months ago
- Explore correlations in R☆593Updated last week
- Preliminary Exploratory Visualisation of Data☆461Updated 3 weeks ago
- Pipeable steps for feature engineering and data preprocessing to prepare for modeling☆606Updated 2 weeks ago
- R package that extends ggplot2☆612Updated 2 weeks ago
- Data table backend for dplyr☆672Updated 2 months ago
- A tidy unified interface to models☆638Updated 2 weeks ago
- Variable Importance Plots (VIPs)☆189Updated 2 months ago
- Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.☆536Updated 3 weeks ago
- Time series visualisation☆261Updated 3 years ago
- Analytics & Machine Learning R Sidekick☆239Updated last week
- Tidy methods for measuring model performance☆394Updated this week
- Assertive programming for R analysis pipelines☆481Updated last year
- Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data☆597Updated last year
- The bookdown version lives here: https://bookdown.org/content/3890☆412Updated 2 years ago
- An R package for tidyverse-friendly statistical inference☆767Updated 3 months ago
- Encapsulated object-oriented programming for R☆425Updated 3 weeks ago
- Visualize R profiling data☆311Updated last year
- bayesplot R package for plotting Bayesian models☆437Updated 2 weeks ago
- Feature Extraction And Statistics for Time Series☆306Updated 2 months ago
- An R package that makes xgboost models fully interpretable☆258Updated 7 years ago