sbrl-github/research-rainfallradar
1
0
Fork 0
mirror of https://github.com/sbrl/research-rainfallradar synced 2024-11-21 17:03:00 +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
49 commits 1 branch 0 tags 2.4 MiB
Python 69.5%
JavaScript 18.3%
Shell 12.2%
Find a file
Starbeamrainbowlabs 80e1a33ee2
slurm-jsonl2tfrecord.job: auto install dependencies
2022-08-08 16:31:49 +01:00
.vscode .tfrecord files are too much hassle 2022-07-01 18:28:39 +01:00
aimodel write glue for .jsonl.gz → .tfrecord.gz converter 2022-08-08 15:33:59 +01:00
rainfallwrangler slurm-jsonl2tfrecord.job: auto install dependencies 2022-08-08 16:31:49 +01:00
.gitignore update .gitignore 2022-08-04 16:49:53 +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