npm install cifar-10
  
As you know, CIFAR-10 is famous library in Deep Learning. In python, this library is easy to test, while it is difficult to manuplate it in Javascript.
- based on stream : use less memory
- exclude data file : only adapter without data files
- general purpose : this is not design for only CIFAR-10
This is quite simple, but you should run the get_datasets.sh, which downloads an actual data file(CIFAR-10 binary version).
``
$ ./node_modules/cifar-10/get_datasets.sh
It will download data files and this script use wget. load()
After that, you can access data by .
`
const CIFAR10 = require('cifar-10');
const { X_train, y_train, X_test, y_test } = await CIFAR10.load();
// or callback style
CIFAR10.load().then(function(data) {
// data = { X_train, y_train, X_test, y_test }
});
`
Return new promise to process data from given option.
`
option = {
totalSize, // the length of bytes for each case
mapper, // binary to matrix mapper
trainFiles, // array for files to be a training set
testFiles, // array for files to be a testing set
}
For example, this example is for CIFAR 10.
PR or issue reporting are always welcome.
Feel free to report or advice to this project.