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Python API for Mentalab biosignal aquisition devices

Project description

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Explorepy overview

Explorepy is Mentalab’s open-source Python-based biosignal acquisition API for working with Mentalab Explore device. Amongst many things, it provides the following features:

  • Real-time streaming of ExG, orientation and environmental data
  • Real-time visualization
  • Data recording in CSV and BDF+ formats
  • LSL integration
  • Impedance measurement
  • Explore device configuration

Quick installation

Requirements

  • Python 3.5 or newer version
  • Visual Studio 2015 community edition (only Windows)
  • Bluetooth header files (only Linux -> use this command: sudo apt-get install libbluetooth-dev)

Please check out the installation page for more detailed instructions.

To install explorepy from PyPI run:

pip install explorepy

To install the latest development version (git must be installed before running this command):

pip install git+https://github.com/Mentalab-hub/explorepy

Get started

CLI command

For a simple, quick start of Explorepy, run:

explorepy acquire -n Explore_XXXX

Enter explorepy -h for help.

Python code

When working in Python, the following 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 the data in real-time.

import explorepy
explorer = explorepy.Explore()
explorer.connect(device_name="Explore_XXXX")  # Put your device Bluetooth name
explorer.visualize(bp_freq=(.5, 30), notch_freq=50)

EEG:

EEG Dashboard

ECG with heart beat detection:

ECG Dashboard

Documentation

For the full documentation of the API, visit: https://explorepy.readthedocs.io/

License

This project is licensed under the MIT license. You can reach us at contact@mentalab.com.

Changelog

1.2.0 (25-11-2020)

  • Standalone installer for Windows OS
  • Fix bugs in ExploreSDK
  • Create new file on device settings change

1.1.0 (27-08-2020)

  • MacOS support
  • Fix bugs
  • Add module disable/enable feature
  • Enhanced user interface
  • Add unique lsl stream names

1.0.0 (22-05-2020)

  • Add ExploreSDK as the Bluetooth interface
  • New dark theme
  • Record module in dashboard
  • Improvement in visualization perfrmance
  • CLI migration to Click

0.6.0 (17-02-2020)

  • EDF (BDF+) file writer
  • Channel disable/enable feature
  • Calibration of movement sensors
  • Extraction of physical orientation (angle and rotation)
  • Soft marker event
  • Visualization performance enhancement
  • Automatic number of channel and sampling rate detection
  • Exception handling improvement
  • Command for soft reset of Explore
  • Marker visualization

0.5.0 (25-11-2019)

  • Impedance measurement
  • Send commands to device
  • Configuring device settings
  • Update push to lsl feature

0.4.0 (09-09-2019)

  • Added marker feature
  • Timer based recording
  • Fixed a bug in csv file writer
  • Fixed a bug in device reconnect
  • Improved performance of dashboard visualization

0.3.1 (28-05-2019)

  • Fixed a bug in 8-channel ExG packet conversion
  • Fixed a minor bug in the record function
  • Updated the documentation

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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