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OneShotLearning with Siamese neural networks

Building

In order to run all the files successfully you need to install the following libraries:

  • numpy
  • matplotlib
  • keras
  • sklearn
  • mnist

! IMPORTANT !

First of all you need to download the mnist dataset [http://yann.lecun.com/exdb/mnist/] and rename downloaded files as follows:

  • t10k-images-idx3-ubyte
  • t10k-labels-idx1-ubyte
  • train-images-idx3-ubyte
  • train-labels-idx1-ubyte

Then put all this files in /generate_dataframe/data

Full tutorial is given in Tutorial.ipynb

To install jupyter notebook follow steps (write in command line):

  • python -m pip install jupyter
  • jupyter notebook