Questions tagged [numpy-memmap]

A cutting-edge utility within numpy.memmap that sidesteps the limitations of RAM size and minimizes the overall RAM usage by utilizing O/S-cached file IO through a small in-RAM proxy view window into the complete array data. This tool efficiently establishes and manages a memory map to an array that is saved in a binary file on disk.

What is the best method for incrementally transferring significant volumes of data to memory?

Currently, I am engaged in processing signals on an extensive dataset of images. This involves converting the images into large feature vectors that follow a specific structure (number_of_transforms, width, height, depth). Due to the size of these feature ...

pythonpython-3.xnumpynumpy-memmap