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The Institute for Ethical Machine Learning (@EthicalML)

EthicalML

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-artificial-intelligence-guidelines

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

xai

XAI - An eXplainability toolbox for machine learning

kafka-spark-streaming-zeppelin-docker

One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)

explainability-and-bias

fml-security

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.

state-of-mlops-2020

ethical

This is the live website of The Institute for Ethical AI & ML, as well as The 8 Principles for Machine Learning.

sml-security

MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering

awesome-annual-reviews-and-trends

A curated list of awesome year-in-review and annual trends / predictions for 2022, 2023 and beyond 🚀

machine-learning-principles-in-slides

reproducible-machine-learning

List of articles that contain best practices about reproducible machine learning

ai-risk-and-impact

ai-rfx-procurement-framework

apc2018-ethical-framework-talk

strategy-2018

meditations-on-first-deployment

ethically-aligned-licenses

iceml2019