cumulocity-app-builder
responsible-ai-toolbox
cumulocity-app-builder | responsible-ai-toolbox | |
---|---|---|
1 | 2 | |
16 | 1,226 | |
- | 4.2% | |
3.6 | 9.4 | |
5 days ago | 11 days ago | |
TypeScript | TypeScript | |
Apache License 2.0 | 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.
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
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?
nitro - Create apps 10x quicker, without Javascript/HTML/CSS.
DALEX - moDel Agnostic Language for Exploration and eXplanation
angular-gridster2 - Angular gridster 2
EthicML - Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
dashb - Dashb.io - Minimalist's Dashboard and Widgets.
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Your Spotify - Self hosted Spotify tracking dashboard
awesome-shapley-value - Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
gatekeeper-policy-manager - A simple to use web-based OPA Gatekeeper policy manager
jupyter-annotate - Interactive Text Annotation for Jupyter Notebook/Lab
Newman - Newman is a command-line collection runner for Postman
simple-data-analysis - Easy-to-use JavaScript library for most common data analysis tasks. [Moved to: https://github.com/nshiab/simple-data-analysis.js]