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

644 B

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
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