Projects in Awesome Lists by EthicalML

https://github.com/ethicalml/xai

XAI - An eXplainability toolbox for machine learning

ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library

Last synced: 21 Dec 2024

https://github.com/EthicalML/xai

XAI - An eXplainability toolbox for machine learning

ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library

Last synced: 26 Oct 2024

https://github.com/EthicalML/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.

Last synced: 09 Nov 2024

https://github.com/ethicalml/kafka-spark-streaming-zeppelin-docker

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

docker docker-compose kafka kafka-spark kafka-spark-streaming kafka-zeppelin spark spark-kafka spark-streaming-kafka spark-zeppelin streaming zeppelin

Last synced: 06 Nov 2024

https://github.com/ethicalml/explainability-and-bias

Last synced: 06 Nov 2024

https://github.com/ethicalml/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.

Last synced: 06 Nov 2024