pbiecek / breakDown

Related projects ⓘ

Alternatives and complementary repositories for breakDown

• ModelOriented / modelDown
  modelDown generates a website with HTML summaries for predictive models
  ☆119Updated 2 years ago
• ModelOriented / DALEXtra
  Extensions for the DALEX package
  ☆66Updated 3 months ago
• STATWORX / bounceR
  Automated Feature Selection
  ☆65Updated 5 years ago
• ModelOriented / shapper
  An R wrapper of SHAP python library
  ☆58Updated last year
• tidymodels / tidyposterior
  Bayesian comparisons of models using resampled statistics
  ☆102Updated last month
• bgreenwell / pdp
  A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
  ☆93Updated 2 years ago
• ndphillips / FFTrees
  An R package to create and visualise fast-and-frugal decision trees (FFTs)
  ☆135Updated last month
• mtennekes / tabplot
  R package for tableplot visualisation
  ☆92Updated 3 years ago
• holub008 / xrf
  eXtreme RuleFit (sparse linear models on XGBoost ensembles)
  ☆43Updated 2 years ago
• ModelOriented / auditor
  Model verification, validation, and error analysis
  ☆58Updated 10 months ago
• ModelOriented / live
  Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…
  ☆35Updated 5 years ago
• r-tensorflow / autokeras
  Package: R Interface to AutoKeras
  ☆73Updated 3 years ago
• asardaes / table.express
  Use dplyr verbs to build data.table expressions
  ☆65Updated last year
• praktiskt / featuretoolsR
  An R interface to the Python module Featuretools
  ☆49Updated 4 years ago
• corels / rcppcorels
  R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner
  ☆45Updated 3 months ago
• redichh / ShapleyR
  Package for a nice and smoothe usage of the shapley value for mlr
  ☆25Updated 5 years ago
• mlr-org / mlrCPO
  Composable Preprocessing Operators for MLR
  ☆37Updated 9 months ago
• pbiecek / ceterisParibus
  Ceteris Paribus Plots (What-If plots) for explanations of a single observation
  ☆41Updated 4 years ago
• pridiltal / stray
  stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf
  ☆58Updated last year
• edgararuiz-zz / dbplot
  Simplifies plotting of database and sparklyr data
  ☆124Updated 4 years ago
• mfrasco / Metrics
  An R package for common supervised machine learning metrics.
  ☆99Updated 5 years ago
• drsimonj / pipelearner
  Tidy machine learning pipelines
  ☆134Updated 7 years ago
• EdwinTh / padr
  Padding of missing records in time series
  ☆132Updated last year
• hongooi73 / glmnetUtils
  Utilities for glmnet
  ☆65Updated last year
• terrytangyuan / autoplotly
  Automatic Generation of Interactive Visualizations for Statistical Results
  ☆88Updated last year
• datacamp / funneljoin
  Join tables based on events occurring in sequence in a funnel.
  ☆140Updated 2 years ago
• eddelbuettel / rcppannoy
  Rcpp bindings for Annoy
  ☆72Updated 2 months ago
• tidymodels / embed
  Extra recipes for predictor embeddings
  ☆142Updated last week
• nanxstats / liftr
  🐳 Containerize R Markdown documents for continuous reproducibility
  ☆172Updated 8 months ago
• WinVector / rqdatatable
  Implement the rquery piped query algebra in R using data.table. Distributed under choice of GPL-2 or GPL-3 license.
  ☆37Updated last year