holistic-ai / holisticaiLinks
This is an open-source tool to assess and improve the trustworthiness of AI systems.
β98Updated 3 weeks ago
Alternatives and similar repositories for holisticai
Users that are interested in holisticai are comparing it to the libraries listed below
Sorting:
- π A curated list of resources dedicated to synthetic dataβ140Updated 3 years ago
- Stanford CRFM's initiative to assess potential compliance with the draft EU AI Actβ93Updated 2 years ago
- Experimental library integrating LLM capabilities to support causal analysesβ273Updated 2 months ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations π¬!β126Updated 2 years ago
- Responsible AI knowledge baseβ108Updated 2 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.β242Updated 5 months ago
- A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity modeβ¦β102Updated 2 weeks ago
- A Natural Language Interface to Explainable Boosting Machinesβ69Updated last year
- Fiddler Auditor is a tool to evaluate language models.β188Updated last year
- π A curated list of papers & technical articles on AI Quality & Safetyβ195Updated 8 months ago
- An open-source compliance-centered evaluation framework for Generative AI modelsβ177Updated last week
- LangFair is a Python library for conducting use-case level LLM bias and fairness assessmentsβ247Updated 2 weeks ago
- The Foundation Model Transparency Indexβ84Updated 3 weeks ago
- PyTorch package to train and audit ML models for Individual Fairnessβ66Updated 3 months ago
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.β62Updated 2 weeks ago
- Python library for implementing Responsible AI mitigations.β68Updated 2 years ago
- A JupyterLab extension for tracking, managing, and comparing Responsible AI mitigations and experiments.β45Updated 2 years ago
- The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.β196Updated last year
- A curated list of awesome synthetic data tools (open source and commercial).β230Updated last year
- Introduction to Data-Centric AI, MIT IAP 2024 π€β104Updated 6 months ago
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasetsβ69Updated 2 years ago
- Client interface to Cleanlab Studioβ32Updated 10 months ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithmsβ298Updated 2 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanationsβ252Updated last year
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept driftβ30Updated 4 years ago
- Interpret text data with LLMs (sklearn compatible).β173Updated 2 months ago
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Dataβ312Updated 7 months ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.β119Updated last year
- RAI is a python library that is written to help AI developers in various aspects of responsible AI development.β63Updated last year
- Public blueprints for data use casesβ85Updated 3 months ago