├── 1. Diffusion basics.ipynb ├── .gitignore ├── .python-version ├── 2. Generating images.ipynb ├── 3. Classifier Free Guidance.ipynb ├── 4. Flow Matching.ipynb ├── 5. Latent Diffusion.ipynb ├── 6. Gradient Based Optimization.ipynb ├── README.md ├── images ├── flow_vs_diffusion.png └── header.png ├── pyproject.toml └── uv.lock / 1. Diffusion basics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/ 1. Diffusion basics.ipynb -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | data/ -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.12 2 | -------------------------------------------------------------------------------- /2. Generating images.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/2. Generating images.ipynb -------------------------------------------------------------------------------- /3. Classifier Free Guidance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/3. Classifier Free Guidance.ipynb -------------------------------------------------------------------------------- /4. Flow Matching.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/4. Flow Matching.ipynb -------------------------------------------------------------------------------- /5. Latent Diffusion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/5. Latent Diffusion.ipynb -------------------------------------------------------------------------------- /6. Gradient Based Optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/6. Gradient Based Optimization.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/README.md -------------------------------------------------------------------------------- /images/flow_vs_diffusion.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/images/flow_vs_diffusion.png -------------------------------------------------------------------------------- /images/header.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/images/header.png -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/pyproject.toml -------------------------------------------------------------------------------- /uv.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ludocomito/learning-diffusion/HEAD/uv.lock --------------------------------------------------------------------------------