| Safe Haskell | None |
|---|---|
| Language | Haskell2010 |
ML.MnistLoader
Description
Provides a parser for text formatted MNIST data.
- parseMnist :: ByteString -> (Vector Sample, Vector Sample, Vector Sample)
Documentation
parseMnist :: ByteString -> (Vector Sample, Vector Sample, Vector Sample) Source
Parse the given bytestring into (training data, validation data, test data).
Data format:
- 70000 lines lines of 785 doubles.
- first 1 - 50000 lines are test data.
- lines 50001 - 60000 are validation data.
- lines 60001 - 70000 are test data.
- first 784 double of each line are the image.
- last double of each is the expected value.