butter
Python implementation of the digital butterworth IIR filter
Dependencies
- numpy -- used for its math modules and fast array calculations
- numba -- used to increase calculation speed
Basic Usage
Importing the Butter module::
from butterworth import Butter
Creating the Butter instance for a lowpass butterworth filter with cutoff frequency 1000Hz and rolloff frequency 48Hz for data taken with sampling frequency 44100::
filter_ = Butter(btype="Lowpass", cutoff=1000, rolloff=48, sampling=44100)
Sending sample data into filter and retrieving the filtered data::
data=[1.0, -2.0, 3.0, . . . .]
filtered_data = filter_.send(data)Retrieving forward-backward filtered data for the accumulated data::
data1=[1.0, -2.0, 3.0, . . . .]
filtered_data = filter_.send(data1)
data2=[-1.0, 2.0, -3.0, . . . .]
more_filtered_data = filter_.send(data2)
forward_backwards_filtered_data = filter_.filtfilt()