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Download sky images for solar power forecasting as pytorch-ready datasets. The package is still in early development and not stable. Please report bugs in the Issues.

From release v0.0.1, skyimages will be installable via pip:

pip install skyimages

Download skyimages from github. Change the CWD to the download folder skyimages/ and install the package using pip.

git clone git@github.com:FlorianK13/skyimages.git
cd skyimages
pip install .

To download the dataset SKIPP'D (source) and use it as a pytorch torchvision dataset, run the following code in python

from skyimages.dataset import SKIPPDDataSet
import torch
traindata = SKIPPDDataSet(download=True)
testdata = SKIPPDDataSet(download=True, train=False)
trainloader = torch.utils.data.DataLoader(
 traindata, batch_size=200, shuffle=True, num_workers=0
)
testloader = torch.utils.data.DataLoader(
 testdata, batch_size=20, shuffle=False, num_workers=0
)

• SKIPPD

Contributions and cooperations are highly welcome. If interested, just create an issue and we can discuss further details.