I want a reference to a real industry grade ML project with good structure & code.

This page summarizes the projects mentioned and recommended in the original post on /r/learnmachinelearning

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  • AuTuMN

  • Not ML but disease modelling, pretty similar project setup imo: here

  • mia

    Discontinued A library for running membership inference attacks against ML models

  • Projects on privacy in machine learning is what a lot of companies are moving towards. Here’s an end to end project by google called ‘Membership Inference Attacks’ (around 2017) that was one of the first papers on how someone can extract information about people from trained models - https://github.com/spring-epfl/mia Of course Membership Inference Attacks have come a long way since then, but this repository shows you how you can create datasets and train models for such attacks. It’s a really good project but can also be very challenging!

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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