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Project description
Ecgdatasets
Table of contents
Authors
Rostislav Epifanov — Researcher in Novosibirsk
Installation
Installation from PyPI:
pip install ecgdatasets
Installation from GitHub:
pip install git+https://github.com/rostepifanov/ecgdatasets
A simple example
import ecgdatasets as edb
from torch.utils.data import DataLoader
# torch.Dataset
dataset = edb.PTBXL('.', '1.0.3', download=True, mapper=None)
# torch.DataLoader that is ready to use with torch.nn.Module
dataloader = DataLoader(dataset, batch_size=32, shuffle=True)
Available datasets
| Name | Labels | Source |
|---|---|---|
| LUDB | - | Physionet |
| PTBXL | - | Physionet |
| INCARTDB | - | Physionet |
Citing
If you find this library useful for your research, please consider citing:
@misc{epifanov2023ecgdatasets,
Author = {Rostislav Epifanov},
Title = {Ecgdatasets},
Year = {2023},
Publisher = {GitHub},
Journal = {GitHub repository},
Howpublished = {\url{https://github.com/rostepifanov/ecgdatasets}}
}
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