what-if-tool

explainx/explainx419

Model debugger

A framework to explain and debug blackbox machine learning models with a single line of code.

neulab/explainaboard362

Model Comparer

An interactive tool to analyze and compare the performance of natural language processing models

modeloriented/dalex1.4K

Model explainer

A tool to help understand and explain the behavior of complex machine learning models

modeloriented/modelstudio328

Model explainer

A tool for creating interactive, model-agnostic explanations of machine learning models in R

pair-code/llm-comparator347

Text Comparer

Analyzes LLM responses side-by-side to compare and contrast differences in generated text

interpretml/dice1.4K

Model explanations

Provides counterfactual explanations for machine learning models to facilitate interpretability and understanding.

thomasp85/lime486

Classifier explainer

An R package for providing explanations of predictions made by black box classifiers.

marcotcr/anchor798

Explainers

Provides a method to generate explanations for predictions made by any black box classifier.

giuseppec/iml494

Model explainer

Provides methods to interpret and explain the behavior of machine learning models

modeloriented/ibreakdown82

Model explainer

A tool for explaining predictions from machine learning models by attributing them to specific input variables and their interactions.

tensorflow/model-analysis1.3K

Model analyser

Evaluates and visualizes the performance of machine learning models.

eli5-org/eli5265

Predictive model debugger

A Python package for debugging and explaining predictions of machine learning classifiers

rmarko/explainprediction2

Model explainer

An R package for explaining the predictions made by machine learning models in data science applications.

johnsnowlabs/langtest506

Model Tester

A tool for testing and evaluating large language models with a focus on AI safety and model assessment.

bloomberggraphics/whatiscode3.7K

Code explanation

Represents Paul Ford's 2015 article on the nature of code in JavaScript.