Some deep learning library, cleaner than the last ones, but not faster
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src/org/dkohl
Readme.md

Readme.md

Refactored Deep Learning Ideas

  • examples: standard examples including the spiral dataset and mnist
  • flow/dsl: setup of the neural computation graph
  • flow/computation: all possible computations:
    • add
    • mul
    • relu
    • softmax
  • flow/optimization: sgd and adam
  • putting all together in neural net class

You will need jblas

  • Accuracy is 97.4% on MNIST
  • Confusion
label 0 1 2 3 4 5 6 7 8 9
0 969 0 3 0 0 2 8 1 1 0
1 1 1129 3 0 0 0 3 8 2 3
2 1 1 1006 3 5 0 2 9 4 1
3 0 1 6 997 1 13 1 5 19 7
4 0 0 2 2 960 2 2 4 6 7
5 1 0 0 1 0 864 11 0 7 1
6 3 1 2 0 2 3 930 0 1 1
7 0 1 7 3 0 1 0 981 2 1
8 1 2 2 2 0 4 1 1 924 1
9 4 0 1 2 14 3 0 19 8 987