Frequently-used functions¶
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Read all trajectories from a folder of trajectory folders |
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Opens a NetCDF4 file saved by shnitsel-tools, specially interpreting certain attributes. |
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Select trajectories using a list of trajectories IDs or a boolean mask |
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Save a |
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Calculate all dihedral angles between the atoms specified. |
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Generates a biplot that visualizes PCA projections and kernel density estimates (KDE) of a property (distance, angle, dihedral angle) describing the geometry of specified atoms. |
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Plot spectra for different times on top of each other, along with a dashed line that tracks the maximum. |
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Save a |
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Opens a NetCDF4 file saved by shnitsel-tools, specially interpreting certain attributes. |
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Reads an ASE DB containing data in the SPaiNN or SchNet format |
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Select trajectories using a list of trajectories IDs or a boolean mask |
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Plot spectra for different times on top of each other, along with a dashed line that tracks the maximum. |
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Fast way to calculate populations Requires states ids to be small integers |
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Calculate all possible pairwise differences over a given dimension |
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Calculate all possible pairwise differences over a given dimension |
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Calculate the 2-norm of a DataArray, reducing the dimension with dame dim |
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xarray-oriented wrapper around scikit-learn's PCA |
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PCA-reduced pairwise interatomic distances |
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Group a Dataset or DataArray by several levels of a MultiIndex it contains. |
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Calculate all dihedral angles between the atoms specified. |