search

ksenia-konyushkova / LAL

This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017
Apache License 2.0
85 stars 24 forks source link

Code to generate LAL-randomtree-simulatedunbalanced-big.npz #2

Closed kaushikpavani closed 2 years ago

kaushikpavani commented 5 years ago

In file AL experiments.ipynb, the RF regressor is trained on data from the file 'LAL-randomtree-simulatedunbalanced-big.npz'. Where is the code to generate the npz file?

How can I generate my own data for the regressor?

ksenia-konyushkova commented 5 years ago

I have updated the repository to include folder ./LAL dataset generation/ with the code to generate that file. It is a draft of the code which I hope to improve later. Please notice, that depending on the amount of data that you want to generate, it might take a while (a few days even). However, all the components are there for your experimentation.

kaushikpavani commented 5 years ago

Thank you, much appreciated!