Rust Backpropagation

Open-source Rust projects categorized as Backpropagation

Rust Backpropagation Projects

  • dfdx

    Deep learning in Rust, with shape checked tensors and neural networks

    Project mention: Candle: Torch Replacement in Rust | news.ycombinator.com | 2023-08-08

    I keep checking the progress on dfdx for this reason. It does what I (and, I assume from context, you) want: Provides static checking of tensor shapes. Which is fantastic. Not quite as much inference as I'd like but I love getting compile-time errors that I forgot to transpose before a matmul.

    It depends on the generic_const_exprs feature which is still, to quote, "highly experimental":

    https://github.com/rust-lang/rust/issues/76560

    Definitely not for production use, but it gives a flavor for where things can head in the medium term, and it's .. it's nice. You could imagine future type support allowing even more inference for some intermediate shapes, of course, but even what it has now is really nice. Like this cute little convnet example:

    https://github.com/coreylowman/dfdx/blob/main/examples/night...

  • neural-network-from-scratch

    A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

    Project mention: Examine individual neurons of a small neural network in the browser | news.ycombinator.com | 2023-05-10
  • 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.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-08-08.

Rust Backpropagation related posts

Index

Project Stars
1 dfdx 1,583
2 neural-network-from-scratch 113
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