This repository contains a simple and well-tested lottery-ticket hypothesis implementation primer with Keras, to play with. The intention of this project is to provide a starting point for researching around this topic.
- Install pyenv and poetry in your system following the linked official guides.
- Open a terminal, clone this repository and
cdto the cloned folder. - Run
pyenv install $(.python-version)in your terminal for installing the required python. version - Configure poetry with
poetry config virtualenvs.in-project true - Create the virtual environment with
poetry install - Activate the environment with
source .venv/bin/activate - Try running the unit tests with the following command
nosetests
If you are interested in running code in Jupyter notebooks with the virtual environment that we have just created, run the following command after activating the venv: python -m ipykernel install --user --name lth. This command will install a new kernel in jupyter called lth pointing to the virtual environment we have just created.
See an example of the LTH code in the notebooks folder.
Feel free to send issues or pull requests if you want to collaborate.
This repository is licensed under MIT license. More info in the LICENSE file.