PAIR-code / what-if-toolLinks
Source code/webpage/demos for the What-If Tool
☆983Updated this week
Alternatives and similar repositories for what-if-tool
Users that are interested in what-if-tool are comparing it to the libraries listed below
Sorting:
- A toolkit that streamlines and automates the generation of model cards☆440Updated 2 years ago
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆357Updated 3 months ago
- Library for exploring and validating machine learning data☆778Updated 5 months ago
- A model-agnostic visual debugging tool for machine learning☆1,670Updated 9 months ago
- Algorithms for explaining machine learning models☆2,591Updated last month
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆434Updated 9 months ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆442Updated last year
- Bias Auditing & Fair ML Toolkit☆738Updated 2 weeks ago
- XAI - An eXplainability toolbox for machine learning☆1,208Updated 4 years ago
- python partial dependence plot toolbox☆861Updated last year
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆666Updated 8 months ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆812Updated 3 years ago
- Human-explainable AI.☆524Updated 2 months ago
- A Python package to assess and improve fairness of machine learning models.☆2,168Updated this week
- Interpretability and explainability of data and machine learning models☆1,746Updated 9 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,473Updated 4 months ago
- Code for the TCAV ML interpretability project☆648Updated 5 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 3 years ago
- The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning produc…☆614Updated 6 months ago
- TFX is an end-to-end platform for deploying production ML pipelines☆2,170Updated last month
- H2O.ai Machine Learning Interpretability Resources☆490Updated 4 years ago
- Data Analysis Baseline Library☆727Updated 11 months ago
- Fast SHAP value computation for interpreting tree-based models☆546Updated 2 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆172Updated 2 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆678Updated last year
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆510Updated 8 months ago
- Library for Semi-Automated Data Science☆346Updated last month
- Recipes for Driverless AI☆254Updated last week
- Imputation of missing values in tables.☆491Updated last year
- EvalML is an AutoML library written in python.☆833Updated 2 weeks ago