Interface to 'TensorFlow IO'

Interface to 'TensorFlow IO', Datasets and filesystem extensions maintained by `TensorFlow SIG-IO` < https://github.com/tensorflow/community/blob/master/sigs/io/CHARTER.md>.


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

News

tfio 0.4.0

Major Features

  • Support Google Cloud Pub/Sub Dataset.
  • Support MNIST file format.
  • Support decode_webp in image.
  • Support write_kafka in kafka.

Thanks to our Contributors

This release contains contributions from many people:

Bryan Cutler, Jongwook Choi, Sergii Khomenko, Stephan Uphoff, Yong Tang, Yuan (Terry) Tang

We are also grateful to all who filed issues or helped resolve them, asked and answered questions, and were part of inspiring discussions.

tfio 0.3.0

Major Features

  • Support TIFF image Dataset.
  • Support LMDB Dataset.

Thanks to our Contributors

This release contains contributions from many people:

Bryan Cutler, Yong Tang, Yuan (Terry) Tang

We are also grateful to all who filed issues or helped resolve them, asked and answered questions, and were part of inspiring discussions.

tfio 0.2.0

Major Features

  • Support Apache Arrow Datasets.
  • Support WebP image Dataset.
  • Support LIBSVM Dataset.
  • Support Apache Parquet Dataset.
  • Support Video Dataset (from FFmpeg).

Thanks to our Contributors

This release contains contributions from many people:

Anton Dmitriev, Bryan Cutler, Peng Yu, Yong Tang, Yuan (Terry) Tang

We are also grateful to all who filed issues or helped resolve them, asked and answered questions, and were part of inspiring discussions.

tfio 0.1.0

Initial release of TensorFlow I/O.

Major Features

  • tensorflow_io.ignite: Data source for Apache Ignite and File System (IGFS).
  • tensorflow_io.kafka: Apache Kafka stream-processing support.
  • tensorflow_io.kinesis: Amazon Kinesis data streams support.
  • tensorflow_io.hadoop: Hadoop SequenceFile format support.

Thanks to our Contributors

This release contains contributions from many people:

Anjali Sridhar, Anton Dmitriev, Artem Malykh, Brennan Saeta, Derek Murray, Gunhan Gulsoy, Jacques Pienaar, Jianwei Xie, Jiri Simsa, knight, Loo Rong Jie, Martin Wicke, Michael Case, Sergei Lebedev, Sourabh Bajaj, Yifei Feng, Yong Tang, Yuan (Terry) Tang, Yun Peng

We are also grateful to all who filed issues or helped resolve them, asked and answered questions, and were part of inspiring discussions.

Reference manual

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install.packages("tfio")

0.4.0 by Yuan Tang, 2 months ago


https://github.com/tensorflow/io


Report a bug at https://github.com/tensorflow/io/issues


Browse source code at https://github.com/cran/tfio


Authors: TensorFlow IO Contributors [aut, cph] (Full list of contributors can be found at <https://github.com/tensorflow/io/graphs/contributors>) , Yuan Tang [aut, cre] , TensorFlow Authors [cph] , Ant Financial [cph] , RStudio [cph]


Documentation:   PDF Manual  


Apache License 2.0 license


Imports reticulate, tensorflow, tfdatasets, forge, magrittr

Suggests testthat, knitr

System requirements: TensorFlow >= 1.4 (https://www.tensorflow.org/)


See at CRAN