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

Branches Tags

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