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R interface to TensorFlow IO

This is the R interface to datasets and filesystem extensions maintained by SIG-IO.

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Version

Install

install.packages('tfio')

Monthly Downloads

131

Version

0.4.1

License

Apache License 2.0

Issues

284

Pull Requests

16

Stars

732

Forks

305

Maintainer

Yuan Tang

Last Published

December 19th, 2019

Functions in tfio (0.4.1)

pubsub_dataset

Creates a PubSubDataset.
tfio

TensorFlow IO API for R
sequence_file_dataset

Create a SequenceFileDataset.
%>%

Pipe operator
parquet_dataset

Create a ParquetDataset.
reexports

Objects exported from other packages
tiff_dataset

Create a TIFFDataset.
video_dataset

Create a VideoDataset that reads the video file.
ignite_dataset

Create a IgniteDataset.
mnist_image_dataset

Creates a MNISTImageDataset.
mnist_label_dataset

Creates a MNISTLabelDataset.
webp_dataset

Create a WebPDataset.
from_schema.arrow_feather_dataset

Create an Arrow Dataset for reading record batches from Arrow feather files, inferring output types and shapes from the given Arrow schema.
from_schema

Create an Arrow Dataset from the given Arrow schema.
arrow_stream_dataset

Creates a ArrowStreamDataset.
arrow_feather_dataset

Creates a ArrowFeatherDataset.
from_schema.arrow_stream_dataset

Create an Arrow Dataset from an input stream, inferring output types and shapes from the given Arrow schema.
lmdb_dataset

Create a LMDBDataset.
make_libsvm_dataset

Create a Dataset from LibSVM files.
kafka_dataset

Creates a KafkaDataset.
kinesis_dataset

Creates a KinesisDataset.