mnist-rs/README.md
2023-03-03 16:47:29 +01:00

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rust port of python in http://neuralnetworksanddeeplearning.com/chap1.html
main goal: me understanding what's going on
done:
* implementation that 'works' without runtime errors
to do:
* verify correctness
* add unit tests
* train using actual training data
* evaluate with test/validation data
* make more efficient
*training_data/test_data not included*<br/> too big for github
Format: json: <br/>
[{"x":[float;784], "y": u32}]<br/>
=> x: 28x28 gray image as float<br/>
=> 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