Projects in Awesome Lists tagged with machine-learning-explainability
A curated list of projects in awesome lists tagged with machine-learning-explainability .
https://github.com/ethicalml/xai
XAI - An eXplainability toolbox for machine learning
ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library
Last synced: 15 May 2025
https://github.com/EthicalML/xai
XAI - An eXplainability toolbox for machine learning
ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library
Last synced: 14 Mar 2025
https://github.com/oracle-samples/automlx
This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.
ai automated-machine-learning automl automlx classification data-science explainability fairness fairness-ai hyperparameter-optimization interpretability machine-learning machine-learning-explainability mlx oracle python regression timeseries-forecasting tuning unsupervised-anomaly-detection
Last synced: 01 Jul 2025
https://github.com/datarmada/minotor
Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.
data-monitoring explainable-ai machine-learning machine-learning-explainability machine-learning-library machine-learning-production monitoring monitoring-tool observability production-ai production-engineering
Last synced: 30 Oct 2025
https://github.com/mauroluzzatto/explainy
explainy is a Python library for generating machine learning model explanations for humans
data-science explanation machine-learning machine-learning-explainability python scikit-learn
Last synced: 07 Oct 2025
https://github.com/amey-thakur/kaggle
Kaggle Courses - All Exercises of the respective courses.
amey ameythakur courses data-cleaning data-manipulation data-science data-visualization deep-learning feature-engineering intro-to-ml kaggle machine-learning machine-learning-explainability python
Last synced: 25 Aug 2025
https://github.com/medoidai/interpretable-machine-learning-blog-notebooks
Notebook examples from "A Practical Overview of Interpretable Machine Learning" blog post.
artificial-intelligence deep-learning interpretable-machine-learning machine-learning machine-learning-explainability
Last synced: 05 May 2025
https://github.com/mauroluzzatto/algorithmic-explanations
This project uses algorithms from Machine Learning Explainability to generate automated text explanations – Work in Progress
explainy machine-learning-explainability
Last synced: 16 Jun 2025