The Institute for Ethical Machine Learning

Repositories

• vulkan-kompute

  General purpose GPU compute framework for cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases.

  machine-learning deep-learning cpp vulkan gpgpu gpu-computing vulkan-demos
  C++ 32 386 47 (1 issue needs help) 3 Updated May 8, 2021

• awesome-production-machine-learning

  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
  MIT 1,181 8,843 12 0 Updated May 7, 2021

• ethical

  This is the live website of The Institute for Ethical AI & ML, as well as The 8 Principles for Machine Learning.
  HTML Apache-2.0 6 26 0 2 Updated May 2, 2021

• xai

  XAI - An eXplainability toolbox for machine learning

  machine-learning ai evaluation ml artificial-intelligence upsampling bias
  Python MIT 99 621 4 0 Updated Apr 23, 2021

• awesome-artificial-intelligence-guidelines

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

  machine-learning privacy ai regulation principles guidelines data-protection
  MIT 65 486 0 0 Updated Nov 2, 2020

• state-of-mlops-2020
  JavaScript MIT 14 55 1 2 Updated Sep 4, 2020

• kafka-spark-streaming-zeppelin-docker

  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
  MIT 48 64 2 0 Updated Aug 12, 2020

• ethically-aligned-licenses
  1 2 0 0 Updated Jul 1, 2020

• explainability-and-bias
  HTML MIT 19 88 0 0 Updated Oct 19, 2019

• ai-risk-and-impact
  JavaScript MIT 1 3 0 0 Updated Feb 19, 2019

• iceml2019
  HTML MIT 0 2 0 0 Updated Feb 3, 2019

• meditations-on-first-deployment
  JavaScript MIT 0 2 0 0 Updated Nov 29, 2018

• strategy-2018
  JavaScript MIT 0 4 0 0 Updated Nov 23, 2018

• ai-rfx-procurement-framework
  0 3 0 0 Updated Nov 14, 2018

• reproducible-machine-learning

  List of articles that contain best practices about reproducible machine learning
  4 5 0 0 Updated Nov 7, 2018

• machine-learning-principles-in-slides
  JavaScript MIT 1 11 0 0 Updated Oct 23, 2018

• apc2018-ethical-framework-talk
  JavaScript MIT 0 5 0 0 Updated Oct 10, 2018