GitHub - flawedmatrix/DigitClassifierProject: This was a Berkeley CS 189 project that involved using a multilayer neural network to classify digits.

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This was a Berkeley CS 189 project that involved using a multilayer neural network to classify digits.

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Name		Name	Last commit message	Last commit date
Latest commit History 45 Commits
nntrainer		nntrainer
.gitignore		.gitignore
README		README
hw6.pdf		hw6.pdf
hw6.tex		hw6.tex
mlce.png		mlce.png
mlms.png		mlms.png
plot_error_rates.py		plot_error_rates.py
setup_data.py		setup_data.py
slce.png		slce.png
slms.png		slms.png
test.mat		test.mat
train.mat		train.mat
train_small.mat		train_small.mat

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COMPILING:
    On one of the hive machines, navigate to nntrainer and run make.

RUNNING:
    Generate the x_train, y_train, x_test, y_test files by running
    python setup_data.py. Move these files to nntrainer.

    Make sure your LD_LIBRARY_PATH contains /usr/local/cuda-4.2/lib64

    Run ./nntrain