python 2.7, numpy, scikit-learn, scipy

src folder contains the python scripts. The MNIST database can be found in the data folder.

Run the file run_hid_4_network2.py to implement a deep network with 4 hidden layers and 50 neurons in each WITHOUT noise. python run_hid_4_network2.py

Run the file run_hid_4_network2_aoi.py to implement a deep network with 4 hidden layers and 50 neurons in each with AOI noise. python run_hid_4_network2_aoi.py

Run the file run_hid_4_network2_aoi_randn.py to implement a deep network with 4 hidden layers and 50 neurons in each with AOI noise with randomness. python run_hid_4_network2_aoi_randn.py

Run the file run_hid_4_network2_line_noise.py to implement a deep network with 4 hidden layers and 50 neurons in each with line noise. python run_hid_4_network2_line_noise.py

MIT License

Copyright (c) 2017 Naresh Nagabushan

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

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