responsible_xai
AI responsibility guidelines
Guidelines and resources for the development of responsible AI systems
Guidelines for the responsible use of explainable AI and machine learning.
17 stars
6 watching
6 forks
Language: Jupyter Notebook
last commit: almost 3 years ago
Linked from 1 awesome list
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | An online repository providing resources and information on explainable AI, algorithmic fairness, ML security, and related topics | 107 |
| | A collection of resources and papers related to Explainable Artificial Intelligence (XAI) for machine learning model interpretability. | 819 |
| | Provides resources and guidance on AI/ML best practices and examples for use in Azure Vision AI | 1 |
| | An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance | 1,135 |
| | A toolkit for explaining complex AI models and data-driven insights | 1,641 |
| | A collection of resources and materials from the 2019 KDD XAI Workshop on explainable machine learning techniques and best practices for responsible use. | 20 |
| | A toolkit for auditing and mitigating bias in machine learning systems | 96 |
| | Resources to help organizations manage risks associated with Generative AI systems | 11 |
| | Provides tools and techniques for interpreting machine learning models | 483 |
| | Tools and codebase for training neural question answering models on multiple paragraphs of text data | 435 |
| | Guidelines and best practices for developing and maintaining event-driven systems in the Algorave framework | 138 |
| | Automated rule generation tool for malware analysis using biclustering algorithm | 61 |
| | A global map of AI regulations and policies, categorized by type and status. | 24 |
| | Provides tools and utilities for implementing various artificial intelligence algorithms | 968 |
| | Develops guidelines and best practices to reduce environmental impact of AI research and development | 81 |