pyclustering
0.10.1
pyclustring is a Python, C++ data mining library.
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Provides services to calculate order parameter and local order parameter that are used for synchronization level estimation. More...
Static Public Member Functions | |
def | calculate_sync_order (oscillator_phases) |
Calculates level of global synchronization (order parameter) for input phases. More... | |
def | calculate_local_sync_order (oscillator_phases, oscillatory_network) |
Calculates level of local synchorization (local order parameter) for input phases for the specified network. More... | |
Provides services to calculate order parameter and local order parameter that are used for synchronization level estimation.
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static |
Calculates level of local synchorization (local order parameter) for input phases for the specified network.
This parameter is tend 1.0 when the oscillatory network close to local synchronization and it tend to 0.0 when desynchronization is observed in the network.
[in] | oscillator_phases | (list): List of oscillator phases that are used for level of local (partial) synchronization. |
[in] | oscillatory_network | (sync): Instance of oscillatory network whose connections are required for calculation. |
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static |
Calculates level of global synchronization (order parameter) for input phases.
This parameter is tend 1.0 when the oscillatory network close to global synchronization and it tend to 0.0 when desynchronization is observed in the network.
[in] | oscillator_phases | (list): List of oscillator phases that are used for level of global synchronization. |