A library for debugging/inspecting machine learning classifiers and explaining their predictions
☆354Apr 20, 2025Updated last year
Alternatives and similar repositories for eli5
Users that are interested in eli5 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,851Apr 8, 2026Updated 6 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,405Feb 19, 2025Updated last year
- Algorithms for explaining machine learning models☆2,648Oct 17, 2025Updated 11 months ago
- Lime: Explaining the predictions of any machine learning classifier☆12,166Jul 25, 2024Updated 2 years ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,627Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆3,260Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,804Updated this week
- moDel Agnostic Language for Exploration and eXplanation☆1,488Jul 15, 2026Updated 2 months ago
- python partial dependence plot toolbox☆857Sep 3, 2024Updated 2 years ago
- Algorithms for outlier, adversarial and drift detection☆2,546Dec 11, 2025Updated 10 months ago
- A fork of http://pydispatcher.sourceforge.net/ with PyPy support☆16Jul 3, 2017Updated 9 years ago
- Extra blocks for scikit-learn pipelines.☆1,410Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,181Sep 29, 2026Updated last week
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,288Sep 19, 2026Updated 3 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.
- Fit interpretable models. Explain blackbox machine learning.☆6,955Updated this week
- Source code/webpage/demos for the What-If Tool☆1,022Sep 21, 2026Updated 2 weeks ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,128Jun 29, 2026Updated 3 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆657Feb 19, 2024Updated 2 years ago
- Machine learning with dataframes☆1,654Updated this week
- OmniXAI: A Library for eXplainable AI☆975Jun 2, 2026Updated 4 months ago
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.☆9,851Jul 23, 2026Updated 2 months ago
- A library of sklearn compatible categorical variable encoders☆2,510Updated this week
- An open source python library for automated feature engineering☆7,687Sep 11, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆22Mar 1, 2025Updated last year
- Python implementations of the Boruta all-relevant feature selection method.☆1,630Nov 13, 2025Updated 10 months ago
- Latent Variable Methods Demonstrator, Version 0.1.0☆10Feb 21, 2025Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,602Updated this week
- Explain & debug any blackbox machine learning model with a single line of code.☆452Jul 13, 2026Updated 2 months ago
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,511Feb 11, 2026Updated 8 months ago
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆684Feb 19, 2025Updated last year
- Prototype implementation of napari-integrated CNN training viewer☆14Dec 27, 2024Updated last year
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,720Sep 11, 2026Updated last month
- 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.
- The practitioner's forecasting library☆353Aug 9, 2026Updated 2 months ago
- A hyperparameter optimization framework☆14,907Updated this week
- Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.☆12Jan 28, 2023Updated 3 years ago
- A Python Package for Visualizing Categorical Data Over Time☆41Sep 27, 2025Updated last year
- Python binding for gumbo-parser using Cython☆14Aug 16, 2016Updated 10 years ago
- machine learning with logical rules in Python☆664Jan 31, 2024Updated 2 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,528Jul 13, 2025Updated last year