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Backup mirror of https://github.com/sbrl/research-rainfallradar A model to predict water depth data from rainfall radar information. https://github.com/sbrl/research-rainfallradar

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Starbeamrainbowlabs 3b2715c6cd recordify: fix process exiting and imcomplete files issues • Node.js not exiting at all • Node.js exiting on end_safe ing stream.Writable (?????) • Incomplete files - "unexpected end of file" errors and invalid JSON		2022-07-08 18:54:00 +01:00
.vscode	.tfrecord files are too much hassle	2022-07-01 18:28:39 +01:00
aimodel/src	Lay out some basic scaffolding	2022-05-13 19:06:15 +01:00
rainfallwrangler	recordify: fix process exiting and imcomplete files issues	2022-07-08 18:54:00 +01:00
.gitignore	.tfrecord files are too much hassle	2022-07-01 18:28:39 +01:00
LICENSE	Initial commit	2022-05-13 19:08:14 +01:00
package-lock.json	it works	2022-07-01 19:08:36 +01:00
package.json	it works	2022-07-01 19:08:36 +01:00
README.md	Initial commit	2022-05-13 19:08:14 +01:00

README.md

Rainfall Radar

A model to predict water depth data from rainfall radar information.

This is the 3rd major version of this model.

rainfallwrangler

rainfallwrangler is a Node.js application to wrangle the dataset into something more appropriate for training an AI efficiently. The rainfall radar and water depth data are considered temporally to be regular time steps. Here's a diagram explaining the terminology:

NOW
│                       │         │Water depth
│▼ Rainfall Radar Data ▼│[Offset] │▼
├─┬─┬─┬─┬─┬─┬─┬─┬─┬─┬─┬─┼─┬─┬─┬─┬─┼─┐
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
└─┴─┴─┴─┴─┴─┴─┴─┴─┴─┴─┴─┼─┴─┴─┴─┴─┴─┘
                        │
◄────────── Timesteps ─────────────►