MatminerDatasets¶
- class mastml.datasets.MatminerDatasets[source]¶
Bases:
object
Class to download datasets hosted from the Matminer package’s Figshare page. A summary of available datasets can be found at: https://hackingmaterials.lbl.gov/matminer/dataset_summary.html
- Args:
None
- Methods:
- download_data: downloads specified data from Matminer/Figshare and saves to current directory
- Args:
name: (str), name of the dataset to download. For compatible names, call get_available_datasets
save_data: (bool), whether to save the downloaded data to the current working directory
- Returns:
df: (dataframe), dataframe of downloaded data
- get_available_datasets: returns information on the available dataset names and details one can downlaod
- Args:
None.
- Returns:
None.
Methods Summary
download_data
(name[, save_data])Methods Documentation