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Basic Diffusion Model (or Score Model) implemented in NumPy

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Basic Diffusion models implemented in NumPy

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1. How to run this code

Dependency

conda create -n diffusion python=3.8
conda activate diffusion

pip install -r requirements.txt

Training

python train.py configs/[config_file]
  • Please refer to sconf project. We utilized this configuration package for experiement, model, and, optimizer settings.

Evaluation

TBD

2. Implementation List

TBD

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Basic Diffusion Model (or Score Model) implemented in NumPy

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