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Archer 4th Year Diss

Data files generated by WeatherBench 2 for comparison are stored in .nc files

Initial rough exploration into WeatherBench 2 & Sigkernel: Scoring rules.ipynb TorchWork.ipynb WeatherBench2Work.ipynb WeatherBenchW2.ipynb SigkernelWork.ipynb

Full deterministic metrics: WeatherBench2Attempt3.ipynb

Probabilistic metrics: ProbabilisticWeatherBench2.ipynb

First implementations of Sigkernel on WeatherBench 2: SigKernelWeatherBench.ipynb SigKernelTrials2.ipynb SigKernelTrials3.ipynb

Changing framing of SigKernel Implementation: ReframingSigKernel.ipynb

**Term2 ** Most updated implementation: Functions.py Term2Cleanup.ipynb

Small explorations: Multiprocessing.ipynb & MonthsandRegions.ipynb

Discriminative Power FireModel2.ipynb

ScoreCard Respective scorecard data can be found in FUXICard and IFSCard ScoreCardFinal.ipynb

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Corrected path framing of any combiniation of latitude weighted, parrallelised, static kernel choice for the signature kernel scoring rule.

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