Electricity load forecasting experiments

Study code lives in scripts/, the core package in src/electricity_load_forecasting/, and result provenance in each experiment's README.md. This page lists the published reports, grouped by theme.

Inspection and diagnostics

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DataOp report
inspection/example_report/index.html
2026-11-04 16:3542.6 KiB

Model comparison (forecast weather)

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Walk-forward CV model comparison
model-comparison-forecast/cv_comparison_forecast/report.html
2026-11-05 13:33136.5 KiB
Pareto plots: accuracy vs fit + predict time
model-comparison-forecast/cv_comparison_forecast/pareto.html
2026-11-05 13:334.6 MiB
Reliability / calibration diagrams
model-comparison-forecast/cv_comparison_forecast/calibration.html
2026-11-05 13:335.3 MiB

Calibration

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Recalibration on the electricity load data
calibration/recalibration_2026-10-28T11:08:02.238993/index.html
2026-11-03 14:419.2 MiB
Single-date calibration comparison
calibration/single_date_calibration.html
2026-11-03 14:414.8 MiB
Recalibrating a quantile regressor
calibration/calibration_demo.html
2026-11-03 14:414.8 MiB

Weather data impact

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Weather data impact
weather-impact/report/index.html
2026-11-03 14:41754.2 KiB

Retraining frequency

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Retraining frequency
retraining-frequency/retraining_frequency/index.html
2026-11-03 14:414.6 MiB

Training-history length

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Training-history length
history-length/report/index.html
2026-11-03 14:4114.7 KiB

Model comparison (oracle weather, archived)

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Walk-forward CV model comparison
model-comparison/cv_comparison/report.html
2026-11-03 15:13117.6 KiB
Pareto plots: accuracy vs fit + predict time
model-comparison/cv_comparison/pareto.html
2026-11-03 15:134.6 MiB
Reliability / calibration diagrams
model-comparison/cv_comparison/calibration.html
2026-11-03 15:135.3 MiB