fix: Potential load method #64
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This pull request includes changes to improve the loading mechanism of the
Potentialclass and update the user guide accordingly. The most important changes include modifying thePotentialclass to download checkpoints if they are not found locally and updating the user guide to reflect this change.Improvements to loading mechanism:
src/mattersim/forcefield/potential.py: Modified theloadmethod in thePotentialclass to download the checkpoint from the server if it is not found locally, and updated the checkpoint folder path to use a user-specific directory.Documentation updates:
docs/user_guide/getting_started.rst: Updated the user guide to use thefrom_checkpointmethod instead of theloadmethod for thePotentialclass.