ecgdatasets 0.0.1

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Ecgdatasets

Table of contents

• Authors
• Installation
• A simple example
• Available datasets
• Citing

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}}
}