sbrl-github/research-rainfallradar
1
0
Fork 0
mirror of https://github.com/sbrl/research-rainfallradar synced 2024-12-22 22:25:01 +00:00
Code Issues Projects Releases Packages Wiki Activity
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
34 commits 1 branch 0 tags 2.5 MiB
Python 70.1%
JavaScript 18%
Shell 11.9%
Find a file
Starbeamrainbowlabs dac6919fcd
ai: start creating initial scaffolding
2022-07-25 19:01:10 +01:00
.vscode .tfrecord files are too much hassle 2022-07-01 18:28:39 +01:00
aimodel/src ai: start creating initial scaffolding 2022-07-25 19:01:10 +01:00
rainfallwrangler recompress files in the right order 2022-07-25 18:44:23 +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
README.md note tos elf 2022-07-22 19:04:41 +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 ─────────────►

Note to self: 150.12 hashes/sec on i7-4770 4c8t, ???.?? hashes/sec on Viper compute