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Lay out some basic scaffolding I *really* hope this works. This is the 3rd major revision of this model. I've learnt a ton of stuff between now and my last attempt, so here's hoping that all goes well :D The basic idea behind this attempt is *Contrastive Learning*. If we don't get anything useful with this approach, then we can assume that it's not really possible / feasible. Something we need to watch out for is the variance (or rather lack thereof) in the dataset. We have 1.5M timesteps, but not a whole lot will be happening in most of those.... We may need to analyse the variance of the water depth data and extract a subsample that's more balanced.
2022-05-13 18:06:15 +00:00
{
"name": "rainfallwrangler",
"version": "1.0.0",
"lockfileVersion": 2,
"requires": true,
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"": {
"name": "rainfallwrangler",
"version": "1.0.0",
tweak licence
2022-05-13 18:08:04 +00:00
"license": "GPL-3.0-or-later",
Lay out some basic scaffolding I *really* hope this works. This is the 3rd major revision of this model. I've learnt a ton of stuff between now and my last attempt, so here's hoping that all goes well :D The basic idea behind this attempt is *Contrastive Learning*. If we don't get anything useful with this approach, then we can assume that it's not really possible / feasible. Something we need to watch out for is the variance (or rather lack thereof) in the dataset. We have 1.5M timesteps, but not a whole lot will be happening in most of those.... We may need to analyse the variance of the water depth data and extract a subsample that's more balanced.
2022-05-13 18:06:15 +00:00
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