1
Install SwanLab
Run `pip install swanlab` to install the core package.
2
Login with API Key
Use `swanlab login -k api-key` or `swanlab.login(api_key="Your API Key")` with a key obtained from https://swanlab.cn settings.
3
Initialize an Experiment
Create an experiment instance with `run = swanlab.init(project="my-project", config={"learning_rate": 0.01})`.
4
Log Metrics During Training
Within the training loop, log metrics using `run.log({"loss": loss})`.
5
View Experiment Dashboard
Access the dashboard online at https://swanlab.cn or locally with `swanlab watch ./swanlog` after installing the dashboard extension.