The CAMELS dataset
This package provides an interface to the Catchment Attributes and Meteorology for Large-sample Studies (CAMELS) dataset. This package only provides simplified access to the data in Python, the actual work of generating the dataset has been done by Andrew Newman and colleagues at NCAR and is described in the following article:
Usage
Pytorch
from camels.pytorch import Streamflow
gauge_id = 13331500
training_data = Streamflow(gauge_id, "training")
validation_data = Streamflow(gauge_id, "validation")
test_data = Streamflow(gauge_id, "testing")
Metadata
Release files for camels 0.0.8
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| camels-0.0.8.tar.gz | 8.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| camels-0.0.8-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 20.0 kB
Release files / camels-0.0.8.tar.gz
| Download URL | camels-0.0.8.tar.gz |
|---|---|
| Size | 8.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
a902158343649104b7c360b3fe736a89f69e1e3587c43e2ec7016d9c59f6c2c2
|
|
BLAKE2b-256 checksum How to use checksums |
74a48404e0157d03b77207f6f72a931a96dac034a7d1c39dd97b5557d809aac5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.2.0.post20200210 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.4
|
Release files / camels-0.0.8-py3-none-any.whl
| Download URL | camels-0.0.8-py3-none-any.whl |
|---|---|
| Size | 11.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
67a5a1b7becff046635401fd162b49c5e735c2ee7b06ea5d682dc2656f48ce84
|
|
BLAKE2b-256 checksum How to use checksums |
9c577f31f20908cdfe49335ceb1840f78a1c92863ccab55e199f32c200dfe463
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.2.0.post20200210 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.4
|