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TensorFlow

by bCloud LLC

Version 2.20.0 + Free with Support on Debian 13

TensorFlow is an open-source machine learning and deep learning framework developed by Google. It provides a flexible ecosystem for building, training, and deploying machine learning models, supporting numerical computation using data-flow graphs. TensorFlow runs efficiently on CPUs, GPUs, and TPUs, making it suitable for both research and production environments.

Features of TensorFlow:

  • Machine learning framework: Enables development of deep learning models for various tasks such as computer vision, natural language processing, and reinforcement learning.
  • Data-flow graph computation: Represents computations as graphs, allowing efficient execution and scalability.
  • Cross-platform support: Runs on CPUs, GPUs, and TPUs for optimized performance.
  • High-level APIs: Includes Keras for easy model building while providing low-level control for advanced use cases.
  • Compatible with Debian 13 and Python virtual environments for isolated package management.

TensorFlow Usage:

$ sudo su
$ source /opt/tensorflow-env/bin/activate
$ pip show tensorflow

Disclaimer: TensorFlow is an independent open-source project developed by Google and is not affiliated with, endorsed by, or sponsored by Debian or the Debian Project.