xai_resources

andreysharapov/xaience107

AI resources

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

pbiecek/xaiaterum202052

Explainer

An R package and workshop materials for explaining machine learning models using explainable AI techniques

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

jphall663/responsible_xai17

AI responsibility guidelines

Guidelines and resources for the development of responsible AI systems

trusted-ai/aix3601.6K

AI Explainability Tool

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

deel-ai/xplique654

Neural network interpreter

An Explainable AI toolbox that provides various methods and tools to understand and interpret the behavior of neural networks

h2oai/mli-resources483

Model interpreter

Provides tools and techniques for interpreting machine learning models

applieddatasciencepartners/xgboostexplainer253

Model interpreter

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

mayer79/flashlight22

Model interpreter

A toolset for understanding and interpreting complex machine learning models

humancompatibleai/imitation1.4K

Imitation learning library

Provides clean implementations of imitation and reward learning algorithms

rockita/criticalml366

AI critique

An open-ended critical reading list and resource collection on the sociotechnical implications of AI/ML for engineers, scientists, designers, policy makers, and the public.

interpretml/dice1.4K

Model explanations

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

sergioburdisso/pyss3336

Text classifier

A Python package implementing an interpretable machine learning model for text classification with visualization tools

openmedlab/xraypulse170

Conversational AI model

An implementation of a biomedical multimodal conversational assistant trained on X-ray report pairs in Chinese using a modified PULSE architecture.

jphall663/kdd_201920

XAI workshop materials

A collection of resources and materials from the 2019 KDD XAI Workshop on explainable machine learning techniques and best practices for responsible use.