awesome-shapley-value VS responsible-ai-toolbox

Compare awesome-shapley-value vs responsible-ai-toolbox and see what are their differences.

awesome-shapley-value

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022) (by AstraZeneca)
Artificial intelligence Deep Learning Machine Learning Shapley shapley-additive-explanations shapley-value xai Data Science explainability explainable lime Shap explainable-ai explainable-artificial-intelligence explainable-ml shapley-decomposition shapley-q-value owen-value
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responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions. (by microsoft)
UI responsible-ai Data Science fairness fairness-ml fairness-ai explainable-ai explainable-ml explainability Machinelearning Machine Learning ML Visualization Widgets Widget Jupyter error-analysis Data Analysis Data Visualization Interpretability
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responsibleaitoolbox.ai
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SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
surveyjs.io
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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awesome-shapley-value responsible-ai-toolbox
1 2
133 1,226
4.5% 4.2%
3.2 9.4
almost 2 years ago 6 days ago
TypeScript
Apache License 2.0 MIT License
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awesome-shapley-value

Posts with mentions or reviews of awesome-shapley-value. We have used some of these posts to build our list of alternatives and similar projects.

responsible-ai-toolbox

Posts with mentions or reviews of responsible-ai-toolbox. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing awesome-shapley-value and responsible-ai-toolbox you can also consider the following projects:

AIX360 - Interpretability and explainability of data and machine learning models

DALEX - moDel Agnostic Language for Exploration and eXplanation

shapley - The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

EthicML - Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

shap - A game theoretic approach to explain the output of any machine learning model. [Moved to: https://github.com/shap/shap]

CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

jupyter-annotate - Interactive Text Annotation for Jupyter Notebook/Lab

interpret - Fit interpretable models. Explain blackbox machine learning.

simple-data-analysis - Easy-to-use JavaScript library for most common data analysis tasks. [Moved to: https://github.com/nshiab/simple-data-analysis.js]

cumulocity-app-builder - The Application Builder for Cumulocity provides a simple, coding-free way to create new applications inside Cumulocity. Application Builder is an open-source tool for you to create web applications in a no-code environment. Created by Global Presales.

awesome-shapley-value vs AIX360 responsible-ai-toolbox vs DALEX awesome-shapley-value vs shapley responsible-ai-toolbox vs EthicML awesome-shapley-value vs shap responsible-ai-toolbox vs CARLA awesome-shapley-value vs DALEX responsible-ai-toolbox vs jupyter-annotate awesome-shapley-value vs interpret responsible-ai-toolbox vs simple-data-analysis responsible-ai-toolbox vs cumulocity-app-builder