Stack Explorer

TensorFlow

ml

Google's ML framework for production

Languages

Features

deep-learningproductiongooglestatic-graphs

Pros and Cons

Ventajas

  • + Mature production ecosystem
  • + TensorFlow Lite for mobile
  • + TensorFlow Serving for deploy
  • + Excellent TensorBoard
  • + Native TPU support

Desventajas

  • - More complex API than PyTorch
  • - TF 1 vs TF 2 confusing
  • - Less popular in research
  • - Steeper learning curve

Casos de Uso

  • ML in production
  • ML on mobile (TF Lite)
  • Edge deployment
  • Recommendation systems