loop-math / hyper-representation

This is the official repo for the experiments in the paper "Bilevel Programming for Hyperparameter Optimization and Meta-Learning"

Hyper-representation

This is the official repo for the experiments in the paper "Bilevel Programming for Hyperparameter Optimization and Meta-Learning"

WORK IN PROGRESS

Prerequisites

you need to install tensorflow >= 1.2.1 the package Far-HO for hyper-parameter optimization and this experiment manager package

To be sure that Far-HO version matches with the one used to run these experiments, install Far-HO from branch final_ICML18

Results Replications

To replicate the experiments run python main.py from command line with the appropriate arguments described in the main.py file.