[D] “Please Commit More Blatant Academic Fraud” (Blog post on problems in ML research by Jacob Buckman)

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mlflow Template Machinelearning Artificialintelligence reproducible

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  • mlf-core

    CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.

    • Link: https://github.com/mlf-core/mlf-core

  • ImageStackAlignator

    Implementation of Google's Handheld Multi-Frame Super-Resolution algorithm (from Pixel 3 and Pixel 4 camera)

    • I was so frustrated when I tried my hand on reproducing the outlined steps on their paper on multi-frame super resolution. Other people like Michael Kunz said it had some errors too.

  • 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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