How far along is the ML ecosystem with Rust?

1. linfa

   1 15 4,183 7.0 Rust

   A Rust machine learning framework.

   

   I'm working on machine learning in Rust at Tangram. We currently only provide an implementation of linear models and gradient boosted decision trees but will move into exposing training of deep models in the future. You can check out Tangram here: https://github.com/tangramdotdev/tangram. You may also be interested in checking out Linfa https://github.com/rust-ml/linfa. If you're interested in the future of machine learning in Rust, check out Luca Palmieri's blog post: https://www.lpalmieri.com/posts/2019-12-01-taking-ml-to-production-with-rust-a-25x-speedup/

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. tract

   2 20 2,458 9.9 Rust

   Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

   

   tract is an ONNX runner written purely in Rust which will work for most Neural Network inference use cases.

4. tangram

   3 22 1,310 9.6 Rust

   Discontinued Tangram makes it easy for programmers to train, deploy, and monitor machine learning models.

   

   I'm working on machine learning in Rust at Tangram. We currently only provide an implementation of linear models and gradient boosted decision trees but will move into exposing training of deep models in the future. You can check out Tangram here: https://github.com/tangramdotdev/tangram. You may also be interested in checking out Linfa https://github.com/rust-ml/linfa. If you're interested in the future of machine learning in Rust, check out Luca Palmieri's blog post: https://www.lpalmieri.com/posts/2019-12-01-taking-ml-to-production-with-rust-a-25x-speedup/

5. tch-rs

   4 37 4,832 7.7 Rust

   Rust bindings for the C++ api of PyTorch.

   

   For deep learning, the Torch binding (tch-rs) are quitte good and will let you both load a model from python and train your own model from scratch in Rust.

6. friedrich

   5 2 57 0.0 Rust

   A Rust implementation of Gaussian Process regression.

   

   For other algorithms, there is not yet a single library to rule them all (linfa might become that at some point) but searching for the algorithm you need on crate.io is likely to give you some results (obligatory plug to Friedrich, my gaussian process implementation).

7. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

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