simple-data-analysis
responsible-ai-toolbox
simple-data-analysis | responsible-ai-toolbox | |
---|---|---|
1 | 2 | |
92 | 1,235 | |
- | 4.9% | |
10.0 | 9.4 | |
over 1 year ago | 5 days ago | |
TypeScript | TypeScript | |
MIT License | MIT License |
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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.
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).
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.
What are some alternatives?
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.
DALEX - moDel Agnostic Language for Exploration and eXplanation
timeline-sankey - A project to visualize time range series data using the Sankey diagram.
EthicML - Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
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.
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
superset - Apache Superset is a Data Visualization and Data Exploration Platform
awesome-shapley-value - Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Graphia - A visualisation tool for the creation and analysis of graphs
jupyter-annotate - Interactive Text Annotation for Jupyter Notebook/Lab
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.