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The programming assignments from the deeplearning.ai course

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README.md

README.md

 
 

adam-sgd.ipynb

adam-sgd.ipynb

 
 

deep-neural-net-application.ipynb

deep-neural-net-application.ipynb

 
 

deep-neural-net-helpers.ipynb

deep-neural-net-helpers.ipynb

 
 

gradient-check.ipynb

gradient-check.ipynb

 
 

inception.ipynb

inception.ipynb

 
 

intro-tensorflow.ipynb

intro-tensorflow.ipynb

 
 

logistic-regression.ipynb

logistic-regression.ipynb

 
 

neural-style-transfer.ipynb

neural-style-transfer.ipynb

 
 

planar-data-week-3.ipynb

planar-data-week-3.ipynb

 
 

python-basics-optional.py

python-basics-optional.py

 
 

resNet.ipynb

resNet.ipynb

 
 

sign-recognition.ipynb

sign-recognition.ipynb

 
 

yolo.ipynb

yolo.ipynb

 
 

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Deep learning by deeplearning.ai and Coursera

  • The programming assignments from the deeplearning.ai course
  • To run them, launch jupyter server and cd into the directory of the notebooks.

Popular models implemented

  • VGG-19
  • Inception v2
  • Residual Network
  • Yolo

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The programming assignments from the deeplearning.ai course

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deep-learning neural-networks coursera-deep-learning

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