IDX

E363688

IDX is a simple binary file format commonly used to store multidimensional numerical arrays, such as the handwritten digit images and labels in the MNIST dataset.

All labels observed (1)

Label Occurrences
IDX canonical 2

How this entity was disambiguated

Statements (44)

Predicate Object
instanceOf binary file format
file format
accessPattern random access with offset calculation
sequential read
associatedWith handwritten digit recognition
byteOrder big-endian
commonlyAccessedWith NumPy
Python
deep learning frameworks
commonlyDistributedBy MNIST
surface form: Yann LeCun's MNIST website
complexity simple format
compression typically uncompressed
dataLayout row-major order
dataOrganization multidimensional array
designedFor simple parsing
dimensionExample [number of images, rows, columns] for image files
[number of items] for label files
fileType binary
headerContains data type code
dimension sizes
magic number
number of dimensions
originContext handwritten digit recognition research
parsingRequirement knowledge of header structure
partOf MNIST data distribution format
relatedConcept MNIST image file
MNIST label file
representation raw binary values without compression
stores class labels
image pixel values
supportsDataType byte
double
float
int
short
signed integer
unsigned integer
typicalExtension .idx
typicalUseCase benchmark datasets
machine learning dataset storage
usedFor storing images
storing labels
storing multidimensional numerical arrays
usedIn MNIST
surface form: MNIST dataset

How these facts were elicited

Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

MNIST fileFormat IDX