DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
☆688Feb 21, 2023Updated 3 years ago
Alternatives and similar repositories for DrWhy
Users that are interested in DrWhy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- moDel Agnostic Language for Exploration and eXplanation☆1,482Jul 15, 2026Updated last week
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Nov 30, 2023Updated 2 years ago
- modelDown generates a website with HTML summaries for predictive models☆120Mar 25, 2026Updated 3 months ago
- 📍 Interactive Studio for Explanatory Model Analysis☆333Aug 31, 2023Updated 2 years ago
- Extensions for the DALEX package☆68Jan 14, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆199Apr 14, 2024Updated 2 years ago
- Model verification, validation, and error analysis☆60Jan 9, 2024Updated 2 years ago
- iml: interpretable machine learning R package☆502Feb 24, 2025Updated last year
- An R wrapper of SHAP python library☆58May 25, 2023Updated 3 years ago
- Surrogate Assisted Feature Extraction in R☆28Aug 13, 2022Updated 3 years ago
- Effects and Importances of Model Ingredients☆39Mar 15, 2023Updated 3 years ago
- Data generator for Arena - interactive XAI dashboard☆31Sep 30, 2020Updated 5 years ago
- Variable importance via oscillations☆14Sep 26, 2020Updated 5 years ago
- Flexible tool for bias detection, visualization, and mitigation☆85Oct 31, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆44Dec 17, 2025Updated 7 months ago
- A set of tools to understand what is happening inside a Random Forest☆242Mar 25, 2024Updated 2 years ago
- Model Agnostics breakDown plots☆104Mar 12, 2024Updated 2 years ago
- Structure mining for xgboost model☆25Jan 12, 2026Updated 6 months ago
- Fast approximate Shapley values in R☆137Jul 6, 2026Updated 2 weeks ago
- Monitoring of AI Regulations☆19May 30, 2021Updated 5 years ago
- LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.☆14Sep 19, 2021Updated 4 years ago
- Variable Importance Plots (VIPs)☆190Jul 5, 2026Updated 2 weeks ago
- Trees are all you need☆112Jun 5, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- R package EloML: Elo rating system for machine learning models☆28Jun 17, 2022Updated 4 years ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆100May 13, 2026Updated 2 months ago
- Analytics & Machine Learning R Sidekick☆239Jul 9, 2026Updated 2 weeks ago
- View and Browse Code Using Flow Diagrams☆424Updated this week
- Interesting resources related to XAI (Explainable Artificial Intelligence)☆862May 31, 2022Updated 4 years ago
- 🛠️ 📊 Tools for Exploring and Comparing Data Frames☆254Jun 28, 2026Updated 3 weeks ago
- Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)☆1,150Updated this week
- Run predictions inside the database☆264Updated this week
- Extra recipes for predictor embeddings