iml: interpretable machine learning R package
☆503Feb 24, 2025Updated last year
Alternatives and similar repositories for iml
Users that are interested in iml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- moDel Agnostic Language for Exploration and eXplanation☆1,461Jan 20, 2026Updated 2 months ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆44Dec 17, 2025Updated 3 months ago
- mlr3: Machine Learning in R - next generation☆1,062Apr 2, 2026Updated last week
- Local Interpretable Model-Agnostic Explanations (R port of original Python package)☆492Dec 11, 2025Updated 3 months ago
- A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.☆99Jul 18, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Machine Learning in R☆1,678Aug 22, 2025Updated 7 months ago
- modelDown generates a website with HTML summaries for predictive models☆120Mar 25, 2026Updated 2 weeks ago
- Variable Importance Plots (VIPs)☆190Dec 12, 2025Updated 3 months ago
- Fast approximate Shapley values in R☆132May 24, 2025Updated 10 months ago
- Classes and functions to create and summarize resampling objects☆340Jan 30, 2026Updated 2 months ago
- Model Agnostics breakDown plots☆104Mar 12, 2024Updated 2 years ago
- Hyperparameter optimization package of the mlr3 ecosystem☆59Mar 19, 2026Updated 3 weeks ago
- Run predictions inside the database☆263Feb 27, 2026Updated last month
- Tidy data structures, summaries, and visualisations for missing data☆673Apr 30, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A tidy unified interface to models☆648Updated this week
- Tidy methods for measuring model performance☆401Updated this week
- Pipeable steps for feature engineering and data preprocessing to prepare for modeling☆612Apr 2, 2026Updated last week
- An R wrapper of SHAP python library☆58May 25, 2023Updated 2 years ago
- ParamHelpers Next Generation☆28Mar 4, 2026Updated last month
- ☆13Dec 28, 2018Updated 7 years ago
- Extra recipes for predictor embeddings☆144Jan 29, 2026Updated 2 months ago
- Apply Mapping Functions in Parallel using Futures☆742Mar 31, 2026Updated last week
- An R package that makes xgboost models fully interpretable☆260Jun 18, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 📍 Interactive Studio for Explanatory Model Analysis☆332Aug 31, 2023Updated 2 years ago
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatio…☆691Feb 21, 2023Updated 3 years ago
- 👷♂️ A simple package for extracting useful features from character objects 👷♀️☆166Oct 12, 2020Updated 5 years ago
- Explore correlations in R☆590Nov 8, 2025Updated 5 months ago
- R Package for Reinforcement Learning☆33Nov 15, 2022Updated 3 years ago
- A frictionless, pipeable approach to dealing with summary statistics☆1,141Jan 8, 2026Updated 3 months ago
- An R package for tidyverse-friendly statistical inference☆783Dec 18, 2025Updated 3 months ago
- Parsnip backends for `tree`, `lightGBM` and `Catboost`☆86Apr 29, 2022Updated 3 years ago
- yet another experimental way of processing a data.frame rowwisely☆66Jun 3, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Composable Preprocessing Operators for MLR☆37Jun 17, 2025Updated 9 months ago
- Helper functions for modelling☆399Oct 31, 2023Updated 2 years ago
- Deep Reinforcement Learning in R (Deep Q Learning, Policy Gradient, Actor-Critic Method, etc)☆26Sep 9, 2019Updated 6 years ago
- ☆14Jun 11, 2018Updated 7 years ago
- Sliding Window Functions☆312Nov 14, 2025Updated 4 months ago
- Dataflow Programming for Machine Learning in R☆148Mar 23, 2026Updated 2 weeks ago
- recommendations for creating R modeling packages☆41Oct 28, 2021Updated 4 years ago