neptune_quickstart_logging_params_metrics_to_webapp.py

1import neptune
2
3# Initialize a new Neptune run
4run = neptune.init_run(
5    project="common/quickstart",
6    api_token=neptune.ANONYMOUS_API_TOKEN,
7)
8
9# Log hyperparameters
10params = {"learning_rate": 0.1, "optimizer": "Adam"}
11run["parameters"] = params
12
13# Log metrics
14for i in range(10):
15    run["train/loss"].append(0.9 ** i)
16    run["train/accuracy"].append(0.1 * i)
17
18# Log a single value
19run["f1_score"] = 0.66
20
21# Stop the run
22run.stop()