Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
☆2,512Feb 11, 2026Updated 7 months ago
Alternatives and similar repositories for explainerdashboard
Users that are interested in explainerdashboard are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆3,257Updated this week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,055Dec 28, 2025Updated 8 months ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,619Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,760Updated this week
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,280Updated this week
- 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.
- Fit interpretable models. Explain blackbox machine learning.☆6,944Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,925Sep 11, 2026Updated last week
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.☆9,842Jul 23, 2026Updated last month
- moDel Agnostic Language for Exploration and eXplanation☆1,485Jul 15, 2026Updated 2 months ago
- Algorithms for explaining machine learning models☆2,645Oct 17, 2025Updated 11 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,700Sep 11, 2026Updated last week
- nannyml: post-deployment data science in python☆2,153Jul 12, 2025Updated last year
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,404Feb 19, 2025Updated last year
- Extra blocks for scikit-learn pipelines.☆1,411Sep 1, 2026Updated 2 weeks ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation☆3,292Jul 27, 2026Updated last month
- 🌊 Online machine learning in Python☆6,100Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,549Dec 11, 2025Updated 9 months ago
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,375Mar 20, 2024Updated 2 years ago
- Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuni…☆3,351Updated this week
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,910Updated this week
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,286Mar 30, 2025Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,521Updated this week
- A unified framework for machine learning with time series☆10,020Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A python library for decision tree visualization and model interpretation.☆3,157Jan 2, 2026Updated 8 months ago
- Visualize and compare datasets, target values and associations, with one line of code.☆3,127Apr 11, 2026Updated 5 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,590Sep 8, 2026Updated last week
- Modin: Scale your Pandas workflows by changing a single line of code☆10,391Feb 10, 2026Updated 7 months ago
- Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.☆2,258Jun 27, 2024Updated 2 years ago
- Natural Intelligence is still a pretty good idea.☆833Mar 9, 2026Updated 6 months ago
- A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.☆4,396Updated this week
- Predictive Power Score (PPS) in Python☆1,171Mar 11, 2026Updated 6 months ago
- A light-weight, flexible, and expressive statistical data testing library☆4,457Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,077May 22, 2026Updated 3 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,312Jul 18, 2024Updated 2 years ago
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆11,005Updated this week
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆6,470Aug 19, 2026Updated last month
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,175Sep 8, 2026Updated last week
- EvalML is an AutoML library written in python.☆850Jan 14, 2026Updated 8 months ago
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆764Aug 20, 2024Updated 2 years ago