1 unstable release
0.1.0 | Nov 20, 2020 |
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#96 in #ml
23KB
574 lines
mlflow-rs
Rust library providing access to the MLflow REST API.
This is not an official project.
Example
fn main() {
let client = Client::for_server("http://127.0.0.1:5000/api");
let experiment = client.create_experiment("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
- Create
- Read
- Manage
- Runs
- Create
- Read
- Manage
- Logging
- Parameters
- Metrics
- Artifacts
- Models
- Create
- Read
- Manage
- Tags
Dependencies
~12MB
~335K SLoC