PAIR-code / what-if-tool
Source code/webpage/demos for the What-If Tool
☆931Updated 4 months ago
Alternatives and similar repositories for what-if-tool:
Users that are interested in what-if-tool are comparing it to the libraries listed below
- Algorithms for explaining machine learning models☆2,429Updated last month
- A toolkit that streamlines and automates the generation of model cards☆427Updated last year
- A model-agnostic visual debugging tool for machine learning☆1,650Updated last year
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆345Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,284Updated last month
- XAI - An eXplainability toolbox for machine learning☆1,146Updated 3 years ago
- H2O.ai Machine Learning Interpretability Resources☆483Updated 4 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆424Updated 7 months ago
- Interpretability and explainability of data and machine learning models☆1,652Updated 6 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,373Updated last month
- python partial dependence plot toolbox☆849Updated 4 months ago
- Library for exploring and validating machine learning data☆768Updated this week
- Bias Auditing & Fair ML Toolkit☆703Updated 4 months ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆422Updated 4 months ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆799Updated 2 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆633Updated 2 months ago
- A Python package to assess and improve fairness of machine learning models.☆1,988Updated this week
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆673Updated 7 months ago
- Human-explainable AI.☆514Updated 11 months ago
- Code for the TCAV ML interpretability project☆634Updated 5 months ago
- Elyra extends JupyterLab with an AI centric approach.☆1,873Updated this week
- Resources for Data Centric AI☆1,106Updated last year
- Data Analysis Baseline Library☆728Updated last month
- Extra blocks for scikit-learn pipelines.☆1,291Updated this week
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆500Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,763Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆389Updated 2 years ago
- ☆910Updated last year