This release includes a small 32-sample dataset (including all solar PV, satellite imagery, weather forecast and air quality forecast features) that can be used to test whether your submission is likely to work in the evaluation environment before uploading it to the DOXA AI platform. Assuming your submission is in the submission directory, save the data to the location data/validation/data.hdf5 and then run validate.py.