[D] Is Pytorch Lightning + Wandb a good combination for research?

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
pytorch-lightning weights-and-biases Wandb project-structure Config

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  • lightning-hydra-template

    PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

    • I can't say for sure whether it is the best combination for research in the long run, but if you do go down that route I have found this template very useful

  • 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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