Wavelet Resynthesis

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Installation Instructions

1. Clone this repository and open its directory.
2. Initialize and update the submodules (git submodule update --init --recursive).
3. Install the requirements using
   conda env create --file=conda_env_cpu.yml or
   conda env create --file=conda_env.yml
   for GPU acceleration.
   requirements.txt and requirements_all.txt are also provided as references, but are not needed when using the conda_env.yml files.
   Alternatively, you can also create a blank conda environment (Python 3.10 or similar) and do pip install uv and then copy and paste and uncomment the long commented uv pip install ... command in the conda_env.yml file.
   This is probably the fastest option if your internet connection is fast.
4. The source code can be explored in the src/ directory.
5. Create an out directory (mkdir out).
6. Make sure your PYTHONPATH has been set correctly by running a command like
   export PYTHONPATH=$PYTHONPATH:BASE_DIR/wavelet_resynthesis/wavelet_resynthesis,
   
7. The source code is currently not documented, but don't hesitate to open an issue if you have any questions or comments.
8. You can conduct experiments by modifying and running scripts/experiments.py.