Alternatives and similar repositories for kernelshap:

Users that are interested in kernelshap are comparing it to the libraries listed below

• ModelOriented / shapviz
  SHAP Plots in R
  ☆90Updated 2 months ago
• mlr-org / mlr3torch
  Deep learning framework for the mlr3 ecosystem based on torch
  ☆43Updated this week
• pablo14 / shap-values
  Shap values for model interpretation
  ☆63Updated 5 years ago
• dandls / counterfactuals
  counterfactuals: An R package for Counterfactual Explanation Methods
  ☆21Updated 5 months ago
• ModelOriented / hstats
  Friedman's H-statistics
  ☆30Updated 2 months ago
• mlr-org / mlr3mbo
  Flexible Bayesian Optimization in R
  ☆25Updated 2 weeks ago
• haghish / mlim
  mlim: single and multiple imputation with automated machine learning
  ☆31Updated 7 months ago
• FarrellDay / miceRanger
  miceRanger: Fast Imputation with Random Forests in R
  ☆67Updated 2 years ago
• AlanInglis / vivid
  This package is for visualising variable importance and variable interaction.
  ☆21Updated 7 months ago
• ModelOriented / treeshap
  Compute SHAP values for your tree-based models using the TreeSHAP algorithm
  ☆83Updated 7 months ago
• RobinDenz1 / adjustedCurves
  An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…
  ☆37Updated last month
• mayer79 / missRanger
  Fast multivariate imputation by random forests.
  ☆69Updated 3 months ago
• liuyanguu / SHAPforxgboost
  SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'
  ☆113Updated last year
• tidymodels / brulee
  High-Level Modeling Functions with 'torch'
  ☆69Updated this week
• adibender / pammtools
  Piece-wise exponential Additive Mixed Modeling tools
  ☆48Updated this week
• mlr-org / mlr3tuningspaces
  Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
  ☆13Updated 4 months ago
• ModelOriented / rSAFE
  Surrogate Assisted Feature Extraction in R
  ☆28Updated 2 years ago
• stevenpawley / colino
  Recipes Steps for Supervised Filter-Based Feature Selection
  ☆45Updated 3 months ago
• ropensci / aorsf
  Accelerated Oblique Random Survival Forests
  ☆58Updated last week
• jkropko / coxed
  Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model
  ☆25Updated 3 years ago
• mlverse / tabnet
  An R implementation of TabNet
  ☆109Updated 5 months ago
• mayer79 / flashlight
  Machine learning explanations
  ☆22Updated 8 months ago
• bips-hb / innsight
  Interpretability methods to analyze the behavior and individual predictions of modern neural networks in R.
  ☆30Updated 3 months ago
• mlr-org / mlr3keras
  Deep learning for mlr3
  ☆36Updated 2 years ago
• ModelOriented / forester
  Trees are all you need
  ☆114Updated 9 months ago
• ModelOriented / shapper
  An R wrapper of SHAP python library
  ☆59Updated last year
• spsanderson / tidyAML
  Auto ML for the tidyverse
  ☆68Updated 10 months ago
• kdpsingh / runway
  Visualizing Prediction Model Performance
  ☆76Updated last year
• alexpkeil1 / qgcomp
  QGcomp (quantile g-computation): estimating the effects of exposure mixtures. Works for continuous, binary, and right-censored survival o…
  ☆37Updated last week
• malcolmbarrett / causal_inference_notebook
  R Code for Causal Inference by Hernán and Robins
  ☆22Updated 3 years ago