Python API for Mentalab biosignal aquisition devices
Project description
==================
explorepy overview
==================
.. image:: logo.png
:scale: 100 %
:align: center
A Python API for Mentalab biosignal aquisition devices
Requirements
============
* Python 3.5 or newer version
* `numpy <https://github.com/pybluez/pybluez>`_
* `pybluez <https://github.com/pybluez/pybluez>`_ (check their repo for the requirements of pybluez)
* `pylsl <https://github.com/labstreaminglayer/liblsl-Python>`_
* `scipy <https://github.com/scipy/scipy>`_
* `bokeh <https://github.com/bokeh/bokeh>`_
Installation
============
To install ``explorepy`` from PyPI run:
::
pip install explorepy
To install the latest development version run:
::
pip install git+https://github.com/Mentalab-hub/explorepy
Example use
===========
CLI command:
``explorepy acquire -n Explore_XXXX``
Enter ``explorepy -h`` for help.
The following code connects to the Explore device and prints the data.
::
import explorepy
explorer = explorepy.Explore()
explorer.connect(device_name="Explore_XXXX") # Put your device Bluetooth name
explorer.acquire()
You can also visualize signal in real-time.
::
import explorepy
explorer = explorepy.Explore()
explorer.connect(device_name="Explore_XXXX") # Put your device Bluetooth name
explorer.visualize(n_chan=4, bp_freq=(1, 30), notch_freq=50) # Give the number of channels, frequencies of bandpass and notch filter
EEG:
.. image:: /images/Dashboard_EEG.jpg
:width: 800
:alt: EEG Dashboard
ECG with heart beat detection:
.. image:: /images/Dashboard_ECG.jpg
:width: 800
:alt: ECG Dashboard
Documentation
=============
To see full documentation of the API, visit: https://explorepy.readthedocs.io/
Authors
=======
- `Sebastian Herberger`_
- `Mohamad Atayi`_
- `Philipp Jakovleski`_
- `Andreas Gutsche`_
.. _Sebastian Herberger: https://github.com/SHerberger
.. _Mohamad Atayi: https://github.com/bmeatayi
.. _Philipp Jakovleski: https://github.com/philippjak
.. _Andreas Gutsche: https://github.com/andyman410
Changelog
=========
0.3.0 (10-05-2019)
------------------
* Explore dashboard
* Real-time visualization of ExG and orientation signal
* Device information in Dashboard
* Environmental data (battery, temperature and light)
* Real-time bandpass filter
* New packet structures (ADS1294R & ADS1298R)
* Heart rate estimation and R-peaks detector in dashboard
0.2.0 (2019-03-08)
------------------
* Added real-time recording feature
* Added Command Line Interface
* Added lsl integration
* Added new packet classes
* Fixed reconnect issues
* Removed input requests inside functions
0.1.0 (2019-01-18)
------------------
* First release on PyPI.
explorepy overview
==================
.. image:: logo.png
:scale: 100 %
:align: center
A Python API for Mentalab biosignal aquisition devices
Requirements
============
* Python 3.5 or newer version
* `numpy <https://github.com/pybluez/pybluez>`_
* `pybluez <https://github.com/pybluez/pybluez>`_ (check their repo for the requirements of pybluez)
* `pylsl <https://github.com/labstreaminglayer/liblsl-Python>`_
* `scipy <https://github.com/scipy/scipy>`_
* `bokeh <https://github.com/bokeh/bokeh>`_
Installation
============
To install ``explorepy`` from PyPI run:
::
pip install explorepy
To install the latest development version run:
::
pip install git+https://github.com/Mentalab-hub/explorepy
Example use
===========
CLI command:
``explorepy acquire -n Explore_XXXX``
Enter ``explorepy -h`` for help.
The following code connects to the Explore device and prints the data.
::
import explorepy
explorer = explorepy.Explore()
explorer.connect(device_name="Explore_XXXX") # Put your device Bluetooth name
explorer.acquire()
You can also visualize signal in real-time.
::
import explorepy
explorer = explorepy.Explore()
explorer.connect(device_name="Explore_XXXX") # Put your device Bluetooth name
explorer.visualize(n_chan=4, bp_freq=(1, 30), notch_freq=50) # Give the number of channels, frequencies of bandpass and notch filter
EEG:
.. image:: /images/Dashboard_EEG.jpg
:width: 800
:alt: EEG Dashboard
ECG with heart beat detection:
.. image:: /images/Dashboard_ECG.jpg
:width: 800
:alt: ECG Dashboard
Documentation
=============
To see full documentation of the API, visit: https://explorepy.readthedocs.io/
Authors
=======
- `Sebastian Herberger`_
- `Mohamad Atayi`_
- `Philipp Jakovleski`_
- `Andreas Gutsche`_
.. _Sebastian Herberger: https://github.com/SHerberger
.. _Mohamad Atayi: https://github.com/bmeatayi
.. _Philipp Jakovleski: https://github.com/philippjak
.. _Andreas Gutsche: https://github.com/andyman410
Changelog
=========
0.3.0 (10-05-2019)
------------------
* Explore dashboard
* Real-time visualization of ExG and orientation signal
* Device information in Dashboard
* Environmental data (battery, temperature and light)
* Real-time bandpass filter
* New packet structures (ADS1294R & ADS1298R)
* Heart rate estimation and R-peaks detector in dashboard
0.2.0 (2019-03-08)
------------------
* Added real-time recording feature
* Added Command Line Interface
* Added lsl integration
* Added new packet classes
* Fixed reconnect issues
* Removed input requests inside functions
0.1.0 (2019-01-18)
------------------
* First release on PyPI.
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