[P] DagYard - DVC x MLflow x Colab x Gdrive - Automatically Configured

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Machine Learning AI Data Science ML Reproducibility

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  • MLflow

    Open source platform for the machine learning lifecycle

    • MLflow tracking automates the logging process of experiments and sends live information to a local or remote server while the training is still running.

  • dvc

    🦉 ML Experiments and Data Management with Git

    • DVC (Data Version Control) acts as an extension to Git and enables version control of large-scale files.

  • 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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