LinkedIn open sourced a tool it developed to convert Apache Spark-based Big Data into a format consumable by TensorFlow, the popular open source platform for machine learning.

Viewing the observed data of a statistical model as incomplete and augmenting its missing parts are useful for clarifying concepts and central to the invention of two well-known statistical algorithms ...

LinkedIn’s new tool, called Avro2TF, enables data scientists and other users to convert datasets stored in the Apache Avro format commonly used by LinkedIn’s engineers into a pattern that can ...

The idea of data augmentation arises naturally in missing value problems, as exemplified by the standard ways of filling in missing cells in balanced two-way tables. Thus data augmentation refers to a ...

Yahoo Inc. announced today that it is open-sourcing the code for TensorFlowOnSpark, a software framework that combines the artificial intelligence brainpower of TensorFlow programs with the ...