556 B
556 B
rust port of python in http://neuralnetworksanddeeplearning.com/chap1.html
main goal: me understanding what's going on
results: ~95% accuracy in 30 epochs, learning rate = 3.0, batchsize = 10
training_data/test_data not included
too big for github
Format: json:
[{"x":[float;784], "y": u32}]
=> x: 28x28 gray image as float
=> y: label 0.. 9
the data can be found here:
https://github.com/mnielsen/neural-networks-and-deep-learning/blob/master/data/mnist.pkl.gz
albeit in a different format, convert it with convert_pickle.py