responsible-ai-toolbox
simple-data-analysis
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responsible-ai-toolbox | simple-data-analysis | |
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2 | 1 | |
1,208 | 92 | |
6.1% | - | |
9.6 | 10.0 | |
11 days ago | over 1 year ago | |
TypeScript | TypeScript | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
responsible-ai-toolbox
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Debugging Machine Learning "[N]"
http://erroranalysis.ai/ is a new open-source tool for in-depth understanding and diagnosis of Machine Learning Errors. The tool is available as a highly interactive jupyter widget and brings in several visualization primitives all centered around debugging activities in ML (main repo: https://github.com/microsoft/responsible-ai-widgets).
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[N] Visualize Your Model Errors! Microsoft Toolkit Identifies and Diagnoses ML Failures
The toolkit is on the project GitHub. Additional information is available on the Error Analysis website.
simple-data-analysis
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Rewriting some parts of a JavaScript library to Rust?
I am working on an open-source JS library for the most common data analysis tasks (https://github.com/nshiab/simple-data-analysis).
What are some alternatives?
DALEX - moDel Agnostic Language for Exploration and eXplanation
danfojs - Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
EthicML - Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
timeline-sankey - A project to visualize time range series data using the Sankey diagram.
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
dnotebook - Dnotebook is a Jupyter-like library for javaScript environment. It allows you to create and share pages that contain live code, text and visualizations.
awesome-shapley-value - Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
superset - Apache Superset is a Data Visualization and Data Exploration Platform
jupyter-annotate - Interactive Text Annotation for Jupyter Notebook/Lab
Graphia - A visualisation tool for the creation and analysis of graphs
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.