modeloriented Goto Github PK

modeldevelopmentprocess

Source codes for Model Development Process plots

modeldown

modelDown generates a website with HTML summaries for predictive models

modelstudio

📍 Interactive Studio for Explanatory Model Analysis

mogger

Logger for Predictive Models

pibreakdown

python version of iBreakDown

pyceterisparibus

Python library for Ceteris Paribus Plots (What-if plots)

python

redirects to python.drwhy.ai

randomforestexplainer

A set of tools to understand what is happening inside a Random Forest

rme

Recurrent Memory Explainer

rsafe

Surrogate Assisted Feature Extraction in R

safe

Surrogate Assisted Feature Extraction

shapper

An R wrapper of SHAP python library

shapviz

R package for SHAP plots

shimex

R Package for Exploring Models with Shiny App

survex

Explainable Machine Learning in Survival Analysis

treeshap

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

triplot

Triplot: Instance- and data-level explanations for the groups of correlated features.

vivo

Variable importance via oscillations

weles

xai2cloud

Create web API from model explainers

xai2shiny

Create Shiny application with model exploration from explainers

xaibot

XAI chat bot for Titanic model - created with plumber

xspliner

Explain black box with GLM