PyTorch template project with simple click-based CLI. Includes a simple training loop, logging,
and a few other utilities. For building a more complex project, I highly recommend using
Lightning Hydra Template. This is a highly
mature, similarly structured approach to building a PyTorch project, with detailed best practices.
The purpose of this library is to provide a simple template for small projects, for educational
purposes, while demonstrating some best practices for larger projects.
These instructions assume a working installation of Anaconda.
git clone git@github.com:benjamindkilleen/hopai.git
cd hopai
conda env create -f environment.ymlDepending on your desired configuration, you may need to install the PyTorch package separately. This can be done following the instructions on the PyTorch website, in an empty conda environment. Then you can install the remaining packages with:
conda activate hopai
pip install -r requirements.txt
pip install -e .This is only necessary if the installation from environment.yml fails.
python main.py trainThis project is licensed under the terms of the MIT license.