Integrating machine learning models into Rust applications?

• tch-rs

  37 3,880 7.5 Rust

  Rust bindings for the C++ api of PyTorch.

This depends greatly on the kind of model you're talking about. For example, for pytorch, you can use the tch-rs package to load up a model you've saved. I do this; it's a little awkward because of the way the build manages the bindings to the torch library, but it works. But there are many many kinds of model, and the specific thing you're trying to accomplish is going to dominate this discussion. Perhaps you can clarify more what you're hoping to accomplish?

• tvm

  16 11,216 9.9 Python

  Open deep learning compiler stack for cpu, gpu and specialized accelerators

  

(2) You could use TVM as your executor instead of tch-rs: https://github.com/apache/tvm/tree/main/rust/tvm

• InfluxDB

  www.influxdata.com featured

  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.

  

• rust

  9 5,022 5.2 Rust

  Rust language bindings for TensorFlow (by tensorflow)

  

(3) You could use TensorFlow as your executor: https://github.com/tensorflow/rust

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