API for Users
Contents
API for Users#
This page gives an overview over all public functions and classes of Syncopy.
High-level functions#
These meta-functions bundle many related analysis methods into one high-level function.
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Preprocessing of time continuous raw data with IIR and FIR filters |
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Performs resampling or downsampling of |
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Perform (time-)frequency analysis of Syncopy |
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Perform connectivity analysis of Syncopy |
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Average, variance and covariance for |
Descriptive Statistics#
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Calculates the average along arbitrary dimensions of a Syncopy data object |
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Calculates the variance along arbitrary dimensions of a Syncopy data object |
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Calculates the standard deviation along arbitrary dimensions of a Syncopy data object |
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Calculates the median along arbitrary dimensions of a Syncopy data object |
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Calculates the inter trial coherence for a SpectralData |
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Peristimulus time histogram |
Utility#
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(Re-)define trials of a Syncopy data object |
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Create a new Syncopy object from a selection |
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Show (partial) contents of Syncopy object |
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Delete old files in temporary Syncopy folder |
I/O#
Functions to import and export data in Syncopy
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Load Syncopy data object(s) from disk |
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Save Syncopy data object to disk |
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Imports raw time-series data from Field Trip into potentially multiple |
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Imports TDT time series data and meta-information into a single |
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Read contents of NWB files |
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Create a copy of the entire Syncopy object data on disk |
Plotting#
These convenience function are intended to be used for a quick visual inspection of data and results.
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Plot Syncopy data in a single panel |
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Plot Syncopy data in multiple panels |
Data Types#
Syncopy data types are Python classes, which offer convenient ways for data access and manipulation.
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Multi-channel, uniformly-sampled, analog (real float) data |
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Multi-channel, real or complex spectral data |
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Multi-channel real or complex spectral connectivity data |
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Spike times of multi- and/or single units |
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Timestamps and integer codes of experimental events |