SleepECG
SleepECG provides tools for sleep stage classification when EEG signals are not available. Based only on ECG, SleepECG provides functions for
- downloading and reading open polysomnography datasets,
- detecting heartbeats from ECG signals, and
- classifying sleep stages (which includes preprocessing, feature extraction, and classification).
Documentation
Documentation for SleepECG is available on Read the Docs. Check out the changelog to learn what we added, changed, or fixed.
Installation
SleepECG is available on PyPI and can be installed with pip:
pip install sleepecg
SleepECG with all optional dependencies can be installed with the following command:
pip install "sleepecg[full]"
If you want the latest development version, use the following command:
pip install git+https://github.com/cbrnr/sleepecg
Example
The following example detects heartbeats in a short ECG (a one-dimensional NumPy array):
import numpy as np
from sleepecg import detect_heartbeats, get_toy_ecg
ecg, fs = get_toy_ecg() # 5 min of ECG data at 360 Hz
beats = detect_heartbeats(ecg, fs) # indices of detected heartbeats
Contributing
The contributing guide contains detailed instructions on how to contribute to SleepECG.
1 maintainer
Metadata
1 maintainer
Release files for sleepecg 0.6.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| sleepecg-0.6.0.tar.gz | 835.0 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| sleepecg-0.6.0-cp311-abi3-win_amd64.whl | CPython 3.11 | abi3 | Windows x86-64 | Details |
| sleepecg-0.6.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.11 | abi3 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| sleepecg-0.6.0-cp311-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.11 | abi3 | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| sleepecg-0.6.0-cp311-abi3-macosx_11_0_arm64.whl | CPython 3.11 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 2.5 MB
Release files / sleepecg-0.6.0.tar.gz
| Download URL | sleepecg-0.6.0.tar.gz |
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| Size | 835.0 kB |
| Tags | Source |
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Release files / sleepecg-0.6.0-cp311-abi3-win_amd64.whl
| Download URL | sleepecg-0.6.0-cp311-abi3-win_amd64.whl |
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| Size | 417.8 kB |
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Release files / sleepecg-0.6.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Release files / sleepecg-0.6.0-cp311-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
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| Size | 427.2 kB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64 abi3 |
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Release files / sleepecg-0.6.0-cp311-abi3-macosx_11_0_arm64.whl
| Download URL | sleepecg-0.6.0-cp311-abi3-macosx_11_0_arm64.whl |
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| Size | 415.0 kB |
| Tags | CPython 3.11 abi3 macOS 11.0+ ARM64 |
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