A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
☆99Oct 8, 2026Updated 3 weeks ago
Alternatives and similar repositories for pdp
Users that are interested in pdp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This package is for visualising variable importance and variable interaction.☆27Aug 23, 2025Updated last year
- iml: interpretable machine learning R package☆503Feb 24, 2025Updated last year
- Variable Importance Plots (VIPs)☆193Jul 5, 2026Updated 3 months ago
- Rapid Calculation of Model Metrics☆29Jul 2, 2021Updated 5 years ago
- Fast approximate Shapley values in R☆137Jul 6, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An R package for caching function outputs in memory (memoization)☆13Dec 9, 2025Updated 10 months ago
- Sparse Tensors in R☆11Mar 9, 2019Updated 7 years ago
- R Package for Reinforcement Learning☆33Nov 15, 2022Updated 3 years ago
- Local Interpretable Model-Agnostic Explanations (R port of original Python package)☆495Oct 16, 2026Updated 2 weeks ago
- Reimplementations of Functions Introduced Since R-3.0.0☆67Apr 2, 2026Updated 7 months ago
- An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgboostExp…☆23Aug 8, 2019Updated 7 years ago
- Isolation Forest implementation in R☆65Aug 28, 2019Updated 7 years ago
- Model Agnostics breakDown plots☆103Mar 12, 2024Updated 2 years ago
- Common generic methods☆60May 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Parsnip backends for `tree`, `lightGBM` and `Catboost`☆86Apr 29, 2022Updated 4 years ago
- Dimension reduction for outlier detection☆13Aug 25, 2022Updated 4 years ago
- Database of CRAN R packages☆62Mar 14, 2023Updated 3 years ago
- The missing API for non-standard evaluation and metaprogramming in R☆27Jul 2, 2024Updated 2 years ago
- R package for random forests model selection, inference, evaluation and validation☆28May 27, 2025Updated last year
- Check if a package name is available to use☆145Oct 21, 2025Updated last year
- parsnip wrappers for tree-based models☆57May 21, 2026Updated 5 months ago
- Pipeable steps for feature engineering and data preprocessing to prepare for modeling☆625Sep 17, 2026Updated last month
- Encode Categorical Features (unmaintained)☆32Nov 5, 2022Updated 3 years 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.
- Tidy Model Visualisation for Generalised Additive Models☆37May 10, 2023Updated 3 years ago
- Probability Distributions as S3 Objects☆107Updated this week
- Make handling decision trees easy. Treezy.☆14Oct 9, 2019Updated 7 years ago
- An R package "rfinterval": Predictive Inference on Random Forests☆12Jul 19, 2019Updated 7 years ago
- rawr package☆17Sep 8, 2026Updated last month
- Flexdashboard for covid19 cases☆12Jun 4, 2020Updated 6 years ago
- A Graphic Device That Does Nothing☆22Apr 25, 2025Updated last year
- yet another experimental way of processing a data.frame rowwisely☆66Jun 3, 2019Updated 7 years ago
- Minimal and flexible 'ggplot2' themes using 'Lato' Typeface☆15Nov 18, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Convert trained XGBoost model object in R to SQL script☆23Dec 12, 2025Updated 10 months ago
- an R package for deriving Prediction Rule Ensembles☆58Oct 13, 2026Updated 2 weeks ago
- Recursive Partitioning and Regression Trees☆57Sep 10, 2026Updated last month
- ☆16Sep 25, 2026Updated last month
- Lucid printing in R☆25Sep 3, 2026Updated last month
- Tidy data structures, summaries, and visualisations for missing data☆675Apr 30, 2025Updated last year
- An Import Mechanism For R☆232Oct 20, 2025Updated last year