giuseppec / imlLinks
iml: interpretable machine learning R package
β501Updated 7 months ago
Alternatives and similar repositories for iml
Users that are interested in iml are comparing it to the libraries listed below
Sorting:
- Local Interpretable Model-Agnostic Explanations (R port of original Python package)β489Updated 3 years ago
- π Interactive Studio for Explanatory Model Analysisβ334Updated 2 years ago
- Variable Importance Plots (VIPs)β188Updated last month
- Feature Extraction And Statistics for Time Seriesβ306Updated last month
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatioβ¦β688Updated 2 years ago
- An R package that makes xgboost models fully interpretableβ256Updated 7 years ago
- Multivariate Imputation by Chained Equationsβ490Updated last week
- Current version of the SuperLearner R packageβ282Updated last year
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Modelsβ193Updated last year
- Automate Data Exploration and Treatmentβ534Updated 2 months ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distrβ¦β285Updated 8 months ago
- Tidy time series forecastingβ578Updated 3 weeks ago
- Parallelizable Bayesian Optimization in Rβ113Updated 2 years ago
- Explaining the output of machine learning models with more accurately estimated Shapley valuesβ167Updated this week
- An R package for working with causal directed acyclic graphs (DAGs)β451Updated last month
- simple and scalable statistical modelling in Rβ583Updated 2 weeks ago
- Time series analysis in the `tidyverse`β632Updated last month
- Tidy methods for measuring model performanceβ392Updated 2 weeks ago
- Bayesian analysis + tidy data + geoms (R package)β742Updated last year
- bayesplot R package for plotting Bayesian modelsβ437Updated 3 weeks ago
- A tidy unified interface to modelsβ633Updated 2 weeks ago
- Utilities for analyzing Bayesian models and posterior distributionsβ584Updated this week
- A dplyr backend that partitions a data frame over multiple processesβ645Updated last year
- An R package for tidyverse-friendly statistical inferenceβ764Updated 2 months ago
- R package for automation of machine learning, forecasting, model evaluation, and model interpretationβ246Updated 5 months ago
- Tidy data structures, summaries, and visualisations for missing dataβ662Updated 5 months ago
- rstanarm R package for Bayesian applied regression modelingβ399Updated last week
- Pipeable steps for feature engineering and data preprocessing to prepare for modelingβ603Updated last month
- Explore correlations in Rβ592Updated last month
- The bookdown version lives here: https://bookdown.org/content/3890β413Updated 2 years ago