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localtest | ||
.pytest_cache/ | ||
__pycache__/ | ||
_build/ |
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peakdet: A toolbox for physiological peak detection analyses | ||
============================================================ | ||
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This package is designed for use in the reproducible processing and analysis of | ||
physiological data, like those collected from respiratory belts, pulse | ||
photoplethysmography, or electrocardiogram (ECG/EKG) monitors. | ||
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.. image:: https://travis-ci.org/rmarkello/peakdet.svg?branch=master | ||
:target: https://travis-ci.org/rmarkello/peakdet | ||
.. image:: https://codecov.io/gh/rmarkello/peakdet/branch/master/graph/badge.svg | ||
:target: https://codecov.io/gh/rmarkello/peakdet | ||
.. image:: https://readthedocs.org/projects/peakdet/badge/?version=latest | ||
:target: http://peakdet.readthedocs.io/en/latest | ||
.. image:: https://img.shields.io/badge/License-GPL%20v3-blue.svg | ||
:target: https://www.gnu.org/licenses/gpl-3.0 | ||
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.. _overview: | ||
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Overview | ||
-------- | ||
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Physiological data are messy and prone to artifact (e.g.,) movement in | ||
respiration and pulse, ectopic beats in ECG). Despite leaps and bounds in | ||
recent algorithms for processing these data there still exists a need for | ||
manual inspection to ensure such artifacts have been appropriately removed. | ||
Because of this manual intervention step, understanding exactly what happened | ||
to go from "raw" data to processed, "analysis-ready" data can often be | ||
difficult or impossible. This toolbox aims to provide a set of tools that will | ||
work with a variety of input data to reproducibly generate manually-corrected, | ||
analysis-ready physiological data. | ||
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.. _development: | ||
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Development and getting involved | ||
-------------------------------- | ||
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This package has been largely developed in the spare time of a single graduate | ||
student (`@rmarkello <https://github.com/rmarkello>`_) with help from some | ||
incredible `contributors <https://github.com/rmarkello/peakdet/graphs/ | ||
contributors>`_. While it would be |sparkles| amazing |sparkles| if anyone else | ||
finds it helpful, given the limited time constraints of graduate school, the | ||
current package is not currently accepting requests for new features. | ||
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However, if you're interested in getting involved in the project, we're | ||
thrilled to welcome new contributors! You should start by reading our | ||
`contributing guidelines <https://github.com/rmarkello/peakdet/blob/master/ | ||
CONTRIBUTING.md>`_ and `code of conduct <https://github.com/rmarkello/peakdet/ | ||
blob/master/CODE_OF_CONDUCT.md>`_. Once you're done with that, take a look at | ||
our `issues <https://github.com/rmarkello/peakdet/issues>`_ to see if there's | ||
anything you might like to work on. Alternatively, if you've found a bug, are | ||
experiencing a problem, or have a question, create a new issue with some | ||
information about it! | ||
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.. _acknowledgments: | ||
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Acknowledgments | ||
--------------- | ||
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While this package was initially created in 2016, some of the behind-the-scenes | ||
functions in the project were translated from the `PhysIO <https://github.com/ | ||
translationalneuromodeling/tapas/tree/master/PhysIO>`_ MATLAB toolbox. As such, | ||
if you use this code it would be good to (1) provide a link back to the | ||
``peakdet`` repostiory with the version of the code used, and (2) cite `their | ||
paper <http://www.sciencedirect.com/science/article/pii/S016502701630259X>`_: | ||
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.. [1] Kasper, L., Bollmann, S., Diaconescu, A. O., Hutton, C., Heinzle, J., | ||
Iglesias, S., ... & Stephan, K. E. (2017). The PhysIO toolbox for modeling | ||
physiological noise in fMRI data. Journal of Neuroscience Methods, 276, | ||
56-72. | ||
.. _licensing: | ||
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License Information | ||
------------------- | ||
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This codebase is licensed under the GNU General Public License version 3. | ||
The full license can be found in the `LICENSE <https://github.com/rmarkello/ | ||
peakdet/blob/master/LICENSE>`_ file in the ``peakdet`` distribution. | ||
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All trademarks referenced herein are property of their respective holders. | ||
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.. |sparkles| replace:: ✨ |
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# Minimal makefile for Sphinx documentation | ||
# | ||
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# You can set these variables from the command line. | ||
SPHINXOPTS = | ||
SPHINXBUILD = sphinx-build | ||
SPHINXPROJ = peakdet | ||
SOURCEDIR = . | ||
BUILDDIR = _build | ||
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# Put it first so that "make" without argument is like "make help". | ||
help: | ||
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) | ||
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.PHONY: help Makefile | ||
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# Catch-all target: route all unknown targets to Sphinx using the new | ||
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). | ||
%: Makefile | ||
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) |
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.. _api_ref: | ||
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.. currentmodule:: peakdet | ||
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API | ||
=== | ||
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Physiological data | ||
------------------ | ||
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.. autoclass:: peakdet.Physio | ||
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Loading data | ||
------------ | ||
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.. autofunction:: peakdet.load_physio | ||
.. autofunction:: peakdet.load_history | ||
.. autofunction:: peakdet.load_rtpeaks | ||
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Processing data | ||
--------------- | ||
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.. autofunction:: peakdet.interpolate_physio | ||
.. autofunction:: peakdet.filter_physio | ||
.. autofunction:: peakdet.peakfind_physio | ||
.. autofunction:: peakdet.edit_physio | ||
.. autofunction:: peakdet.plot_physio | ||
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Saving data | ||
----------- | ||
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.. autofunction:: peakdet.save_physio | ||
.. autofunction:: peakdet.save_history |
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#!/usr/bin/env python3 | ||
# -*- coding: utf-8 -*- | ||
# | ||
# Configuration file for the Sphinx documentation builder. | ||
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# -- Path setup -------------------------------------------------------------- | ||
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# If extensions (or modules to document with autodoc) are in another directory, | ||
# add these directories to sys.path here. If the directory is relative to the | ||
# documentation root, use os.path.abspath to make it absolute, like shown here. | ||
import os | ||
import sys | ||
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# -- Project information ----------------------------------------------------- | ||
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# Add project name, copyright holder, and author(s) | ||
project = 'peakdet' | ||
copyright = '2018, peakdet developers' | ||
author = 'Ross Markello' | ||
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# Import project to get version info | ||
sys.path.insert(0, os.path.abspath(os.path.pardir)) | ||
import peakdet # noqa | ||
# The short X.Y version | ||
version = peakdet.__version__ | ||
# The full version, including alpha/beta/rc tags | ||
release = peakdet.__version__ | ||
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# -- General configuration --------------------------------------------------- | ||
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# Add any Sphinx extension module names here, as strings. They can be | ||
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom | ||
# ones. | ||
extensions = [ | ||
'sphinx.ext.autodoc', | ||
'sphinx.ext.autosummary', | ||
'sphinx.ext.doctest', | ||
'sphinx.ext.intersphinx', | ||
'sphinx.ext.mathjax', | ||
'sphinx.ext.napoleon', | ||
'sphinx.ext.viewcode', | ||
] | ||
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# Generate the API documentation when building | ||
autosummary_generate = True | ||
numpydoc_show_class_members = False | ||
autoclass_content = "class" | ||
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# Add any paths that contain templates here, relative to this directory. | ||
templates_path = ['_templates'] | ||
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# The suffix(es) of source filenames. | ||
source_suffix = '.rst' | ||
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# The master toctree document. | ||
master_doc = 'index' | ||
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# The language for content autogenerated by Sphinx. Refer to documentation | ||
# for a list of supported languages. | ||
# | ||
# This is also used if you do content translation via gettext catalogs. | ||
# Usually you set "language" from the command line for these cases. | ||
language = None | ||
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# List of patterns, relative to source directory, that match files and | ||
# directories to ignore when looking for source files. | ||
# This pattern also affects html_static_path and html_extra_path . | ||
exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] | ||
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# The name of the Pygments (syntax highlighting) style to use. | ||
pygments_style = 'sphinx' | ||
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# -- Options for HTML output ------------------------------------------------- | ||
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# The theme to use for HTML and HTML Help pages. See the documentation for | ||
# a list of builtin themes. | ||
import sphinx_rtd_theme # noqa | ||
html_theme = 'sphinx_rtd_theme' | ||
html_show_sourcelink = False | ||
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# Theme options are theme-specific and customize the look and feel of a theme | ||
# further. For a list of options available for each theme, see the | ||
# documentation. | ||
html_theme_options = {} | ||
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# Add any paths that contain custom static files (such as style sheets) here, | ||
# relative to this directory. They are copied after the builtin static files, | ||
# so a file named "default.css" will overwrite the builtin "default.css". | ||
html_static_path = ['_static'] | ||
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# -- Options for HTMLHelp output --------------------------------------------- | ||
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# Output file base name for HTML help builder. | ||
htmlhelp_basename = 'peakdetdoc' | ||
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# -- Extension configuration ------------------------------------------------- | ||
intersphinx_mapping = { | ||
'matplotlib': ('https://matplotlib.org', None), | ||
'numpy': ('https://docs.scipy.org/doc/numpy', None), | ||
'scipy': ('https://docs.scipy.org/doc/scipy/reference', None), | ||
'sklearn': ('http://scikit-learn.org/stable', None), | ||
} |
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.. include:: ../README.rst | ||
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Contents | ||
-------- | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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installation | ||
usage | ||
api |
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.. _installation_setup: | ||
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Installation and setup | ||
====================== | ||
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.. _basic_installation: | ||
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Basic installation | ||
-------------------- | ||
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This package requires Python >= 3.6. Assuming you have the correct version of | ||
Python installed, you can install ``peakdet`` by opening a terminal and running | ||
the following: | ||
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.. code-block:: bash | ||
git clone https://github.com/rmarkello/peakdet.git | ||
cd peakdet | ||
python setup.py install |
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-r ../requirements.txt | ||
sphinx>=1.2 | ||
sphinx_rtd_theme | ||
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.. _usage: | ||
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Using peakdet | ||
============= | ||
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The API of ``peakdet`` is under active development, so it's not quite stable | ||
enough for example usage instructions. Try taking a look at the :ref:`api_ref` | ||
to get an idea about the available functions and methods. If you're *super | ||
eager* to get started, try `opening an issue <https://github.com/rmarkello/ | ||
peakdet/issues>`_ to let the developers know there's external interest in these | ||
sorts of things. Otherwise, check back soon! |
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[metadata] | ||
description-file = README.md | ||
description-file = README.rst | ||
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[flake8] | ||
ignore = E402 | ||
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