pdkit

#PDKIT

Example how to use pdkit to calculate Tremor amplitude and frequency:

>>> import pdkit
>>> tp = pdkit.TremorProcessor()
>>> ts = pdkit.TremorTimeSeries().load(filename)
>>> amplitude, frequency = tp.process(ts)
where, filename is the data path to load, by default in the cloudUPDRS format.

PDKit can also read data in the MPower format, just like:

>>> ts = pdkit.TremorTimeSeries().load(filename, 'mpower')
where, filename is the data path to load in mpower format.

To calculate Welch, as a robust alternative to using Fast Fourier Transform, use like:

>>> amplitude, frequency = tp.process(ts, 'welch')

Example how to use pdkit to calculate various Gait features:

>>> import pdkit
>>> ts = pdkit.GaitTimeSeries().load(filename)
>>> gp = pdkit.GaitProcessor()
>>> freeze_times, freeze_indexes, locomotion_freezes = gp.freeze_of_gait(ts)
>>> frequency_of_peaks = gp.frequency_of_peaks(ts)
>>> speed_of_gait = gp.speed_of_gait(ts)
>>> step_regularity, stride_regularity, walk_symmetry = gp.walk_regularity_symmetry(ts)

where, filename is the data path to load, by default in the cloudUPDRS format.

Metadata

Release files for pdkit 0.3.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pdkit 0.3.3
File	Size	Uploaded
pdkit-0.3.3.tar.gz	17.7 kB	Apr 25, 2018	Details

Built distribution (wheel)

Table of built distributions (wheels) for pdkit 0.3.3
File	Interpreter	ABI	Platform	Reset
pdkit-0.3.3-py2.py3-none-any.whl 20.6 kB Apr 25, 2018	Python 3, Python 2	none	any	Details

Total release size: 38.4 kB

Release files / pdkit-0.3.3.tar.gz

Download URL	pdkit-0.3.3.tar.gz
Size	17.7 kB
Tags	Source
SHA-256 checksum How to use checksums	`d04bd33a72def9faf229554b6081a7f96d53c99d19f3ad4baabae9dcfeffbf14`
BLAKE2b-256 checksum How to use checksums	`a167245ab928d2ee903b2f869e087b2fe5e0920c9c37f8ad05b2fe801be11241`
Upload date	Apr 25, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No

Release files / pdkit-0.3.3-py2.py3-none-any.whl

Download URL	pdkit-0.3.3-py2.py3-none-any.whl
Size	20.6 kB
Tags	Python 2 Python 3
SHA-256 checksum How to use checksums	`00bc05fb9f6063d696e594f7d40de38577773f9fe33e566c2c28326ae216c30f`
BLAKE2b-256 checksum How to use checksums	`a240075dba63720a1bfb62562d21ddc90936b1199b30b62cca12db7126458345`
Upload date	Apr 25, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No