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Fashion MNIST

neural network written from scratch in C++ as part of the PV021 Neural Networks course

Authors

  • Otakar Hirš 485661
  • Petr Janík 485122

How to run

explore and use the RUN script.

Building Manually

cd neural_network
rm -rf build && mkdir build
cd build
cmake ..
make && make install
cd ..

Running

cd ..
./neural_network/bin/neural_network data/fashion_mnist_train_vectors.csv data/fashion_mnist_train_labels.csv data/fashion_mnist_test_vectors.csv actualPredictions

Known issues

Running target ./neural_network/bin/all_tests will not work, because some tests depend on external files and the path to these files is wrong when run this way. The tests expect working directory to be neural_network\test.