Interactive online version: . Download notebook.

Tutorials

Jupyter Notebooks for tutorials of scores.

Firstly run Data Fetching to fetch the data needed for some later notebooks

Data Fetching

Continuous

Additive Bias and Multiplicative Bias

MAE

RMSE

MSE

Pearson's Correlation

Quantile Loss

Murphy Diagrams

Flip-Flop Index

Consistent Scores

Probability

Brier Score

CRPS for forecasts expressed as CDFs

CRPS for ensemble forecasts

Receiver Operating Characteristic (ROC)

Categorical

FIRM

Binary Categorical Scores

Spatial

Fractions Skill Score

Statistical Tests

Diebold Mariano

Processing

Isotonic Regression and Reliability Diagrams

Other

Dimension Handling

Weighting Results

Angular Data

Introduction to Pandas API