API Reference

Configuration

Loading config.yml, placeholder resolution, attribute exposure.

config

Module: config.py

I/O and Utilities

Loading NetCDFs, aligning grids, applying masks.

io	Module: io.py
utility	Module: utility.py

Statistical Bias Correction

Linear Scaling, LSEQM, distribution fits.

bias_correction	Module: bias_correction.py
distribution_fitting	Module: distribution_fitting.py

Deep Learning

CNN architecture, training, application.

deep_learning	Module: deep_learning.py
station_density	Module: station_density.py

Metrics and QA

WMO metrics, Continuous Quality Index.

metrics	Module: metrics.py
qa_framework	Module: qa_framework.py

Validation and Visualisation

Station validation, Taylor diagrams, plotting.

station_validation	Module: station_validation.py
taylor_diagram	Module: taylor_diagram.py
visualisation	Module: visualisation.py