responsible-ai-toolbox
cumulocity-app-builder
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responsible-ai-toolbox | cumulocity-app-builder | |
---|---|---|
2 | 1 | |
1,208 | 16 | |
6.1% | - | |
9.6 | 4.9 | |
11 days ago | 5 months ago | |
TypeScript | TypeScript | |
MIT License | Apache License 2.0 |
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.
cumulocity-app-builder
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Simulating CSV Data in Cumulocity IoT - Two Approaches
Cumulocity IoT tenant (free trial works) with Application Builder deployed on the tenant as well as the csv-simulator-ms microservice
What are some alternatives?
DALEX - moDel Agnostic Language for Exploration and eXplanation
nitro - Create apps 10x quicker, without Javascript/HTML/CSS.
EthicML - Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
angular-gridster2 - Angular gridster 2
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
dashb - Dashb.io - Minimalist's Dashboard and Widgets.
awesome-shapley-value - Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Your Spotify - Self hosted Spotify tracking dashboard
jupyter-annotate - Interactive Text Annotation for Jupyter Notebook/Lab
gatekeeper-policy-manager - A simple to use web-based OPA Gatekeeper policy manager
simple-data-analysis - Easy-to-use JavaScript library for most common data analysis tasks. [Moved to: https://github.com/nshiab/simple-data-analysis.js]
Newman - Newman is a command-line collection runner for Postman