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== Adding functionality to Forge packages ==
 
== Adding functionality to Forge packages ==
  
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=== Neural Networks package: Convolutional Neural Networks ===
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Convolutional Neural Networks (CNNs) have recently become the state-of-the-art for image recognition and are widely used for solving classification and regression problems and for [https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/tutorials/deepdream/deepdream.ipynb image generation]. The goal of the project is to implement a [https://it.mathworks.com/help/nnet/convolutional-neural-networks.html Matlab compatible] CNN toolbox using Google's library [https://www.tensorflow.org/ TensorFlow], which has a Python and C++ interface. As execution environment for the training function, the user will be able to choose between single/multiple CPUs and GPUs.
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* '''Required skills'''
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: C, C++, Python, m-file scripting, familiarity with Machine Learning algorithms, basic knowledge of Makefiles, experience with parallel computing and distributed systems.
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* '''Difficulty'''
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: Difficult.
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* '''Mentors'''
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: [[User:Francesco Faccio|Francesco Faccio]], Ankit
  
 
=== EPA hydrology software suite ===
 
=== EPA hydrology software suite ===

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