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To clone the repository, use the following command:

git clone git@github.com:grzemal/diffusion_model.git

Enter the repository:

cd diffusion_model

Create the virtual environment

python3 -m venv venv

Activate the virtual environment

source venv/bin/activate

Install the necessary libraries

pip install -r requirements.txt

Run the script and generate the samples in the output folder

mkdir output
python train.py

After the training is done the figures from the report can be found in the output directory.

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Implementation of the diffusion model for MNIST digit generation

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