1 publication

• Published Subscription Review Article 13 Jun 2025

  TensorFlow: Architecture, Applications, and Future Challenges

  By Nikita Kailas Aher, Ranjana P. Dahake

  Abstract: TensorFlow, an open-source machine learning platform created by Google, has revolutionized how artificial intelligence (AI) systems are built and implemented. Designed to support scalable and flexible model training across CPUs, GPUs, and TPUs, TensorFlow enables researchers and developers to construct advanced deep learning models with efficiency and precision. This study provides an in-depth examination of TensorFlow's architecture, including its use of dataflow graphs and tensor-based computation. We explore its adaptability …

  Published in Journal of Open Source Developments · Vol. 12, Issue 2, 2025 · pp. 41–50 Read article →