Pytorch vs TensorFlow vs Keras | Which is Better | Deep Learning Frameworks Comparison | Simplilearn
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- Опубликовано: 28 июн 2024
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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.
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Amazing video! Thanks
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this video is simply excellent.
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Thank you for a sincere review
Glad it was helpful! Thank you for watching!
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?
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Many contradictions, including on debugging. its just read from a script! Researchers tend to experiment more with new features and in such cases TF 2.x is better according to me.
think for research, just TF would make sense.
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thanks for the video, just realised i was doing the wrong framework all this time, being a newbie.
You are welcome!
the most awaited video i got
Glad you enjoyed it! Thank you for watching!
Great video !
Thank you for choosing us as your learning partner. We are thrilled to hear that you enjoyed your experience with us! If you are looking to expand your knowledge further, we invite you to explore our other courses in the description box.
Nice
Thank you for watching!
what language is this? i hardly distinct a word
Love this video @Simpilylearning
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