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 0.3.4

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 0.3.4
File	Size	Uploaded
pdkit-0.3.4.tar.gz	16.2 kB	Apr 25, 2018	Details

Built distribution (wheel)

Table of built distributions (wheels) for pdkit 0.3.4
File	Interpreter	ABI	Platform	Reset
pdkit-0.3.4-py2.py3-none-any.whl 20.6 kB Apr 25, 2018	Python 3, Python 2	none	any	Details

Total release size: 36.9 kB

Release files / pdkit-0.3.4.tar.gz

Download URL	pdkit-0.3.4.tar.gz
Size	16.2 kB
Tags	Source
SHA-256 checksum How to use checksums	`cfeef5f45ca0e0f38846bfd753570ac96e330af6038246865199da03f65a0503`
BLAKE2b-256 checksum How to use checksums	`bbacb3225dc3e35e2509c2d4a839ab7a069a66ad916bf0ec1bd1325f8d615ecf`
Upload date	Apr 25, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No

Release files / pdkit-0.3.4-py2.py3-none-any.whl

Download URL	pdkit-0.3.4-py2.py3-none-any.whl
Size	20.6 kB
Tags	Python 2 Python 3
SHA-256 checksum How to use checksums	`459b96da393d12976ffebf2f2f4ada620825c5f843c81f0623576d6915868a71`
BLAKE2b-256 checksum How to use checksums	`564d05ba17754f70ef746ba87f06dd04a46edb335fe3ec82dd574be4d8866a7d`
Upload date	Apr 25, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No