16 lines
No EOL
556 B
Markdown
16 lines
No EOL
556 B
Markdown
rust port of python in http://neuralnetworksanddeeplearning.com/chap1.html
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main goal: me understanding what's going on
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results: ~95% accuracy in 30 epochs, learning rate = 3.0, batchsize = 10
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*training_data/test_data not included*<br/> too big for github
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Format: json: <br/>
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[{"x":[float;784], "y": u32}]<br/>
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=> x: 28x28 gray image as float<br/>
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=> y: label 0.. 9
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the data can be found here:
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https://github.com/mnielsen/neural-networks-and-deep-learning/blob/master/data/mnist.pkl.gz
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albeit in a different format, convert it with `convert_pickle.py` |