Looking for any crates to help me migrate my current workflow to Rust.

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  • burn

    Discontinued Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn] (by burn-rs)

  • You could have a look at burn https://github.com/burn-rs/burn (disclaimer, I'm the main author). There is a multi threaded dataloader available and I have a basic hugginface integration (that uses python underneath) to download datasets from the hub. It's less mature than tch-rs, but it can be useful, especially for learning.

  • plotters

    A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀

  • I would also look at plotters https://github.com/plotters-rs/plotters to replace mathplotlib. Unfortunately, I'm not aware of any library for image transformations/augmentations.

  • 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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