Note
Click here to download the full example code
Load then generate Report
# mkdocs_gallery_thumbnail_path = 'images/example_thumnail.png'
import os
import numpy as np
from krisi import ScoreCard
from krisi.evaluate.type import PathConst
from krisi.utils.io import load_scorecards
def create_scorecard(project_name: str) -> None:
target, predictions = np.random.rand(100), np.random.rand(100)
sc = ScoreCard(
target,
predictions,
model_name="<your_model_name>",
dataset_name="<your_dataset_name>",
project_name=project_name,
)
sc.evaluate(defaults=True)
sc.save()
def load_and_generate(project_name: str) -> None:
scorecard = load_scorecards(project_name, PathConst.default_eval_output_path)
scorecard[-1].generate_report()
project_name = "Example Project"
create_scorecard(project_name)
if "PYTEST_CURRENT_TEST" in os.environ:
print("Not testing Dash server currently")
else:
load_and_generate(project_name)
Total running time of the script: ( 0 minutes 0.000 seconds)
Download Python source code: report_loading_generating.py