Create a Signals object
Full example code: examples/signal/signals_object.py
To create a signals object, we need an array of numbers representing our signal over time. For example
Rather than the signal of a single point, you can also pass multiple signals at once. Either the same type for multiple points or different types of signals of a single point. This allows to apply filters or set annotations on all signals at once.
[[-0.027 -0.024 -0.024 ... -0.018 -0.018 -0.018]
[-0.12 -0.132 -0.144 ... 0.03 0.03 0.03 ]
[-0.042 -0.039 -0.036 ... -0.009 -0.009 -0.009]]
Signals Object
To create your object, simply pass the array to the constructor. Both a single or 2d array will work. In our example, we have an ecg signals of 3 different points.
ecg_array = ... # Your array with signal data
ecg_signals = Signals(ecg_array)
fig, ax = plt.subplots(figsize=(8, 6))
for arr in ecg_signals.signals:
ax.plot(arr)
plt.show()
Signals properties
To set properties of your signals which can later be used for filtering or annotations, we have setter methods.
will give you a full list of properties you can set.
Setters
ecg_signals = Signals(ecg_array)
ecg_signals.set_averaging_window_length(20)
ecg_signals.set_threshold(0.11)
We also allow chaining setter methods together.
Or through the use of a dictionary.
properties = {
"averaging_window_length": 20,
"threshold": 0.11,
"min_peak_distance": 100
}
ecg_signals = Signals(ecg_array)
ecg_signals.set_properties(properties)
Or any combination of the above.