The Institute for Ethical Machine Learning

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22 repositories

awesome-production-machine-learning
Public
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
machine-learning data-mining awesome deep-learning awesome-list interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning
MIT License
•2.3k•18k•6•0•Updated Nov 24, 2024Nov 24, 2024
ethical
Public
This is the live website of The Institute for Ethical AI & ML, as well as The 8 Principles for Machine Learning.
HTML
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Apache License 2.0
•13•48•0•2•Updated Nov 24, 2024Nov 24, 2024
awesome-artificial-intelligence-regulation
Public
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
ai guidelines ai-ethics institute-for-ethical-ai ethical-ai ai-guidelines ai-policy machine-learning-guidelines machine-learning privacy
MIT License
•169•1.3k•0•1•Updated Nov 21, 2024Nov 21, 2024
sml-security
Public
MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
security mlops machine-learning
Python
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Apache License 2.0
•4•39•0•0•Updated Nov 13, 2024Nov 13, 2024
explainability-and-bias
Public
HTML
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MIT License
•22•101•0•4•Updated Jul 6, 2023Jul 6, 2023
markdown-to-pdf
Public
A GitHub Action to make PDF and HTML files from Markdown
CSS
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MIT License
•32•2•0•0•Updated Mar 11, 2023Mar 11, 2023
action-automatic-releases
Public
READONLY: Auto-generated mirror for https://github.com/marvinpinto/actions/tree/master/packages/automatic-releases
MIT License
•123•0•0•0•Updated Feb 22, 2023Feb 22, 2023
awesome-annual-reviews-and-trends
Public
A curated list of awesome year-in-review and annual trends / predictions for 2022, 2023 and beyond 🚀
MIT License
•3•34•0•0•Updated Jan 9, 2023Jan 9, 2023
fml-security
Public
Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the machine learning model lifecycle from training, to packaging, to deployment.
Python
•22•101•0•0•Updated Jun 6, 2022Jun 6, 2022
actions-document-publish
Public
Publish a group of Markdown documents as a single PDF document
Shell
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MIT License
•8•1•0•0•Updated Mar 31, 2022Mar 31, 2022
apc2018-ethical-framework-talk
Public
JavaScript
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MIT License
•0•5•0•0•Updated Dec 11, 2021Dec 11, 2021
state-of-mlops-2020
Public
JavaScript
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MIT License
•16•60•1•2•Updated Dec 11, 2021Dec 11, 2021
xai
Public
XAI - An eXplainability toolbox for machine learning
ai ml artificial-intelligence upsampling bias interpretability feature-importance explainable-ai explainable-ml xai
Python
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MIT License
•174•1.1k•4•0•Updated Oct 30, 2021Oct 30, 2021
kafka-spark-streaming-zeppelin-docker
Public
One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)
docker streaming kafka spark docker-compose zeppelin spark-streaming-kafka spark-kafka kafka-spark kafka-spark-streaming
MIT License
•74•119•4•0•Updated Jul 20, 2021Jul 20, 2021
ethically-aligned-licenses
Public
Other
•1•3•0•0•Updated Jul 1, 2020Jul 1, 2020
ai-risk-and-impact
Public
JavaScript
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MIT License
•2•7•0•0•Updated Feb 19, 2019Feb 19, 2019
iceml2019
Public
HTML
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MIT License
•0•2•0•0•Updated Feb 3, 2019Feb 3, 2019
meditations-on-first-deployment
Public
JavaScript
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MIT License
•0•4•0•0•Updated Nov 29, 2018Nov 29, 2018
strategy-2018
Public
JavaScript
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MIT License
•0•4•0•0•Updated Nov 23, 2018Nov 23, 2018
ai-rfx-procurement-framework
Public
Other
•0•7•0•0•Updated Nov 14, 2018Nov 14, 2018
reproducible-machine-learning
Public
List of articles that contain best practices about reproducible machine learning
6•9•0•0•Updated Nov 7, 2018Nov 7, 2018
machine-learning-principles-in-slides
Public
JavaScript
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MIT License
•3•12•0•0•Updated Oct 23, 2018Oct 23, 2018