mlflow-rs

Rust library providing access to the MLflow REST API.

This is not an official project.

Example

```rust fn main() { let client = Client::forserver("http://127.0.0.1:5000/api"); let experiment = client.createexperiment("My Experiment");

for i in 0..3 {
    println!("Executing run {}", i);
    let run = experiment.create_run();

    run.log_param("i", &format!("{}", i));
    run.log_param("constant", "42");

    let mut rng = WyRand::new_seed(i.into());
    for s in 0..10 {
        let int: f64 = rng.generate::<u16>().into();
        let max: f64 = std::u16::MAX.into();
        let value = int / max;
        run.log_metric("rand", value, timestamp(), s);
    }
    run.terminate();
}

} ```

State

The following parts of the API are implemented:

• [ ] Experiments
  • [x] Create
  • [x] Read
  • [ ] Manage
• [ ] Runs
  • [x] Create
  • [ ] Read
  • [ ] Manage
• [ ] Logging
  • [x] Parameters
  • [x] Metrics
  • [ ] Artifacts
• [ ] Models
  • [ ] Create
  • [ ] Read
  • [ ] Manage
• [ ] Tags