The Institute for Ethical Machine Learning (@EthicalML)
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EthicalML

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Top repositories

1

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
17,336
star
2

awesome-artificial-intelligence-guidelines

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
1,245
star
3

xai

XAI - An eXplainability toolbox for machine learning
Python
1,098
star
4

kafka-spark-streaming-zeppelin-docker

One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)
120
star
5

explainability-and-bias

HTML
102
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6

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.
Python
97
star
7

state-of-mlops-2020

JavaScript
60
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8

ethical

This is the live website of The Institute for Ethical AI & ML, as well as The 8 Principles for Machine Learning.
HTML
47
star
9

sml-security

MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
Python
39
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10

awesome-annual-reviews-and-trends

A curated list of awesome year-in-review and annual trends / predictions for 2022, 2023 and beyond πŸš€
33
star
11

machine-learning-principles-in-slides

JavaScript
12
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12

reproducible-machine-learning

List of articles that contain best practices about reproducible machine learning
9
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13

ai-rfx-procurement-framework

7
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14

ai-risk-and-impact

JavaScript
7
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15

apc2018-ethical-framework-talk

JavaScript
5
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16

meditations-on-first-deployment

JavaScript
4
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17

strategy-2018

JavaScript
4
star
18

ethically-aligned-licenses

3
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19

iceml2019

HTML
2
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