mli-resources

h2oai/article-information-201913

ML framework

A framework for building and evaluating machine learning systems with high accuracy and interpretability, particularly in human-centered applications.

jphall663/interpretable_machine_learning_with_python673

ML model transparency

Teaching software developers how to build transparent and explainable machine learning models using Python

csinva/imodels1.4K

Interpretable model library

An open-source package that provides interpretable machine learning models compatible with scikit-learn.

h2oai/h2o-tutorials1.5K

Machine Learning Platform Tutorials

Provides tutorials and training materials for machine learning with H2O, a platform for building predictive models.

h2oai/h2o-37K

ML platform

An in-memory machine learning platform that supports various algorithms and provides tools for building, deploying, and scaling machine learning models

andreysharapov/xaience107

AI resources

An online repository providing resources and information on explainable AI, algorithmic fairness, ML security, and related topics

h2oai/h2o-llm-eval50

LLM evaluator

An evaluation framework for large language models with Elo rating system and A/B testing capabilities

ethicalml/xai1.1K

Bias analysis tool

An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance

mayer79/flashlight22

Model interpreter

A toolset for understanding and interpreting complex machine learning models

trusted-ai/aix3601.6K

AI Explainability Tool

A toolkit for explaining complex AI models and data-driven insights

interpretml/dice1.4K

Model explanations

Provides counterfactual explanations for machine learning models to facilitate interpretability and understanding.

applieddatasciencepartners/xgboostexplainer253

Model interpreter

Provides tools to understand and interpret the decisions made by XGBoost models in machine learning

jianbo-lab/l2x123

Model Interpreter

A Python framework for learning to interpret models using information-theoretic methods

marcelrobeer/explabox14

Model Explorer

An exploratory tool for analyzing and understanding machine learning models

pbiecek/xai_resources819

XAI library

A collection of resources and papers related to Explainable Artificial Intelligence (XAI) for machine learning model interpretability.