Reports and Workspaces API Overview

pip install wandb-workspaces

import wandb_workspaces.reports.v2 as wr 
# 생성
report = wr.Report(
    entity="<team_entity>",
    project="<project_name>",
    title='Quickstart Report',
    description="That was easy!"
)

# 리포트 저장
report.save()

report.blocks = [
    wr.TableOfContents(),
    wr.H1("Text and images example"),
    wr.P("Lorem ipsum dolor sit amet."),
]
report.save()

# 임포트하는 방법
import wandb_workspaces.workspaces as ws

# Workspace 생성
ws.Workspace(
     entity="<team_entity>", # workspace를 소유하는 entity
     project="<project_name>", # workspace와 연결된 프로젝트
     sections=[
         ws.Section(
             name="<Validation Metrics>",
             panels=[
                 wr.LinePlot(x="Step", y=["<val_loss>"]),
                 wr.BarPlot(metrics=["<val_accuracy>"]),
                 wr.ScalarChart(metric="<f1_score>", groupby_aggfunc="<mean>"),
             ],
             is_open=True,
         ),
     ],
)
workspace.save()