• Post Reply Bookmark Topic Watch Topic
  • New Topic
programming forums Java Mobile Certification Databases Caching Books Engineering Micro Controllers OS Languages Paradigms IDEs Build Tools Frameworks Application Servers Open Source This Site Careers Other all forums
this forum made possible by our volunteer staff, including ...
Marshals:
  • Campbell Ritchie
  • Paul Clapham
  • Ron McLeod
  • Liutauras Vilda
  • Bear Bibeault
Sheriffs:
  • Jeanne Boyarsky
  • Tim Cooke
  • Devaka Cooray
Saloon Keepers:
  • Tim Moores
  • Tim Holloway
  • Piet Souris
  • salvin francis
  • Stephan van Hulst
Bartenders:
  • Frits Walraven
  • Carey Brown
  • Jj Roberts

TensorFlow 2.0 in Action: Going Beyond Tensor flow foundations

 
Ranch Hand
Posts: 40
  • Mark post as helpful
  • send pies
  • Quote
  • Report post to moderator
I found some interesting information on few thing beyond deep NN in the preview pages of your book
https://www.tensorflow.org/probability
https://www.tensorflow.org/tensorboard
https://www.tensorflow.org/hub
https://www.tensorflow.org/graphics

Is tensor flow is for creating DNN pipelines, do tensor flow support stats based models to be combined with DNN? what are the advantages? For a newbie, how one should imbibe such facilities?
 
Author
Posts: 24
2
  • Likes 1
  • Mark post as helpful
  • send pies
  • Quote
  • Report post to moderator
TensorFlow was initially designed as a library to implement deep nets. However not TensorFlow has evolved to become an eco-system that supports a model throught its all stages of life.

For example, with TensorFlow probability you can implement probabilistic models like Bayesian neural networks.

Typically when using TensorFlow in industry or to do most research you won't need to combine frequentist deep nets and bayesian deep nets. Bayesian deep nets are mostly used in specific research. For a newbie, it would be much safer to start with typical deep nets (not Bayesien ones).

Hope this helps.
 
We find this kind of rampant individuality very disturbing. But not this tiny ad:
the value of filler advertising in 2020
https://coderanch.com/t/730886/filler-advertising
reply
    Bookmark Topic Watch Topic
  • New Topic