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 Tremor amplitude and frequency:

>>> 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 0.2.18

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 0.2.18
File	Size	Uploaded
pdkit-0.2.18.tar.gz	16.9 kB	Apr 23, 2018	Details

Built distribution (wheel)

Table of built distributions (wheels) for pdkit 0.2.18
File	Interpreter	ABI	Platform	Reset
pdkit-0.2.18-py2.py3-none-any.whl 22.2 kB Apr 23, 2018	Python 3, Python 2	none	any	Details

Total release size: 39.1 kB

Release files / pdkit-0.2.18.tar.gz

Download URL	pdkit-0.2.18.tar.gz
Size	16.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`bc7304da47801f65d8284da5b2a2c1dfcc2e9b507ae6f42af0dfc3aafbb08192`
BLAKE2b-256 checksum How to use checksums	`7aeb19d3e4a97cbdd82c5db0641fc12cb2be96c15d6c1c08ba35e55842b380be`
Upload date	Apr 23, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No

Release files / pdkit-0.2.18-py2.py3-none-any.whl

Download URL	pdkit-0.2.18-py2.py3-none-any.whl
Size	22.2 kB
Tags	Python 2 Python 3
SHA-256 checksum How to use checksums	`67b36c1dd779ebcf44030ee15a194ff344e922d2f30605b1897b74179d8b7011`
BLAKE2b-256 checksum How to use checksums	`a2fffafb4015392b8527caa7479b66a0349e110285a3419aadadc2217b5974e4`
Upload date	Apr 23, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No