Source code/webpage/demos for the What-If Tool
☆1,000Apr 8, 2026Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,650Mar 26, 2026Updated 2 weeks ago
- Visualizations for machine learning datasets☆7,361May 24, 2023Updated 2 years ago
- Algorithms for explaining machine learning models☆2,622Oct 17, 2025Updated 5 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,822Mar 26, 2026Updated 2 weeks ago
- A Python package to assess and improve fairness of machine learning models.☆2,225Mar 16, 2026Updated 3 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,507Jul 13, 2025Updated 8 months ago
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,787Nov 13, 2025Updated 4 months ago
- A game theoretic approach to explain the output of any machine learning model.☆25,242Apr 5, 2026Updated last week
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,038Apr 6, 2026Updated last week
- Algorithms for outlier, adversarial and drift detection☆2,509Dec 11, 2025Updated 4 months ago
- A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bia…☆292Oct 29, 2022Updated 3 years ago
- Interpretability and explainability of data and machine learning models☆1,772Mar 18, 2026Updated 3 weeks ago
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,482Feb 11, 2026Updated 2 months ago
- Lime: Explaining the predictions of any machine learning classifier☆12,119Jul 25, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the TCAV ML interpretability project☆653Feb 5, 2026Updated 2 months ago
- A model-agnostic visual debugging tool for machine learning☆1,672Feb 5, 2025Updated last year
- https://pair.withgoogle.com/explorables/☆66Mar 26, 2026Updated 2 weeks ago
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆3,163Apr 2, 2026Updated last week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆25,280Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,397Feb 19, 2025Updated last year
- Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).☆995Mar 20, 2024Updated 2 years ago
- Bias Auditing & Fair ML Toolkit☆757Feb 3, 2026Updated 2 months ago
- moDel Agnostic Language for Exploration and eXplanation☆1,461Jan 20, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Model interpretability and understanding for PyTorch☆5,592Apr 1, 2026Updated last week
- An open source python library for automated feature engineering☆7,628Feb 3, 2026Updated 2 months ago
- The Open Source Feature Store for AI/ML☆6,908Updated this week
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆357Aug 4, 2025Updated 8 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,374Mar 30, 2026Updated last week
- A curated list of awesome responsible machine learning resources.☆4,006Mar 16, 2026Updated 3 weeks ago
- Natural Intelligence is still a pretty good idea.☆830Mar 9, 2026Updated last month
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in …☆432Feb 5, 2024Updated 2 years ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,001Dec 28, 2025Updated 3 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 🦉 Data Versioning and ML Experiments☆15,524Updated this week
- Always know what to expect from your data.☆11,391Updated this week
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,493Updated this week
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,221Mar 28, 2026Updated 2 weeks ago
- XAI - An eXplainability toolbox for machine learning☆1,232Nov 29, 2025Updated 4 months ago
- An open-source, low-code machine learning library in Python☆9,736Apr 21, 2025Updated 11 months ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,703Feb 6, 2023Updated 3 years ago