pbiecek / breakDownLinks
Model Agnostics breakDown plots
☆103Updated last year
Alternatives and similar repositories for breakDown
Users that are interested in breakDown are comparing it to the libraries listed below
Sorting:
- modelDown generates a website with HTML summaries for predictive models☆120Updated 2 years ago
- An R wrapper of SHAP python library☆59Updated 2 years ago
- Bayesian comparisons of models using resampled statistics☆103Updated last month
- Extensions for the DALEX package☆67Updated 9 months ago
- Automated Feature Selection☆65Updated 6 years ago
- A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.☆95Updated 2 years ago
- An R package to create and visualise fast-and-frugal decision trees (FFTs)☆136Updated 7 months ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Package: R Interface to AutoKeras☆73Updated 4 years ago
- Extra recipes for predictor embeddings☆143Updated last month
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Tidy machine learning pipelines☆133Updated 7 years ago
- Use dplyr verbs to build data.table expressions☆66Updated 2 years ago
- exploratory data analysis using random forests☆69Updated 7 years ago
- Variable Importance Plots (VIPs)☆187Updated last year
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆58Updated last year
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆103Updated 6 months ago
- Model verification, validation, and error analysis☆58Updated last year
- Utilities for glmnet☆65Updated last year
- An R package for common supervised machine learning metrics.☆101Updated 5 years ago
- An R interface to the Python module Featuretools☆50Updated 5 years ago
- Rcpp bindings for Annoy☆73Updated last month
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- R package for tableplot visualisation☆95Updated 4 years ago
- Simplifies plotting of database and sparklyr data☆124Updated 4 years ago
- Making imputation easy☆91Updated 10 months ago
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner☆48Updated 6 months ago
- Fast approximate Shapley values in R☆122Updated last week
- Automatic Generation of Interactive Visualizations for Statistical Results☆88Updated last year
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated last year