Update README.md

README.md

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 # Surya-Bench Solar wind prediction Task
 
 This foundation model task uses the foundation model to predict the solar wind measurements at L1 from NASA OMNI dataset. The dataset includes Speed, ("V"), Bx (GSE), By (GSM), Bz (GSM) and number density (N). For the foundation model prediction task, we only consider the wind speed from the dataset.
-In this dataset, we have a buffer set (Jan 1 - Jan 14 (inclusive) and Jan 29 - Feb 11 (incluside)), the validation set (Jan 15 - Jan 28(inclusive)), and training set (other days) from 2010 -05 - 01 to 2019 - 12-31 (inclusive), for every year. 
+In this dataset, we have a buffer set (Jan 1 - Jan 14 (inclusive) and Jan 29 - Feb 11 (inclusive)), the validation set (Jan 15 - Jan 28(inclusive)), and training set (other days) from 2010 -05 - 01 to 2019 - 12-31 (inclusive), for every year. 
 Our testing set is from Jan 1, 2020 -- Dec 31, 2024. 
 
 The data are stored as csv files, and can be accesed through pandas, for instance. 
 
+Scripts to generate/download the dataset may be found on [Github](https://github.com/NASA-IMPACT/SuryaBench/tree/solarwind_split/solarwind)
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 ## Dataset Details
 
 | Field    | Description |