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online-meta-learning

This repository contains the code for "Online Learning of a Memory of Learning Rates" (Arxiv).

Setup

Please execute the following commands to setup a virtual environment with the correct dependencies.

# This script will install all dependencies, initially please answer y for upgrade dependencies.
# Answer y to install pytorch for your current platform.
# Answer y to install tensorflow for your current platform.
bash scripts/install_dependencies.sh

Examples

Currently, we have example notebook for the pytorch and tensorflow backend available, more notebooks with mnist examples will be available soon.

bash scripts/start_jupyter.sh

# By default a browser window should open with the url localhost:8888.
# For pytorch please click on notebooks/example_rosenbrock_pytorch.ipynb
# For tensorflow please click on notebooks/example_rosenbrock_tf.ipynb
# Now you can run through the example notebook.

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