Pytorch vs TensorFlow vs Keras | Which is Better | Deep Learning Frameworks Comparison | Simplilearn

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With the Deep Learning scene being dominated by three main frameworks, it is very easy to get confused on which one to use? In this video on Keras vs Tensorflow vs Pytorch, we will clear all your doubts on which framework is better and which framework should be used by beginners, intermediates, and professionals.
The topics covered in this video are :
00:00:00 What is Keras, Tensorflow and Pytorch?
00:05:27 Differences between Keras, TensorFlow and Pytorch
00:11:46 Which framework should you use?

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Keras is typically used with TF and hence not comparable directly. TF 2.x is much simpler to use especially with Keras. Pytorch has a different approach and more intuitive for programmers due to imperative programming style.

techwy
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thanks for the video, just realised i was doing the wrong framework all this time, being a newbie.

bruhmment
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Thanks!! I have a question, you said in the last part first that PyTorch is preferred for researchers then you said "if you do research type of work, then use TensorFlow". I'm confused about which to work within research. If I want to modify the structure for a state-of-the-art model such as LSTM which is better to use?

rudinasubaih
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what language is this? i hardly distinct a word

Hoshikani