├── .gitignore ├── 01_beta_vae.ipynb ├── 02_diffusion.ipynb ├── 03_normalizing_flows.ipynb ├── 04_continuous_normalizing_flows.ipynb ├── 05_consistency_models.ipynb ├── 06_flow_matching.ipynb ├── 07_diffusion_distillation.ipynb ├── 08_discrete_walk_jump_sampling.ipynb ├── LICENSE.md ├── README.md ├── assets └── midwit.png └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/.gitignore -------------------------------------------------------------------------------- /01_beta_vae.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/01_beta_vae.ipynb -------------------------------------------------------------------------------- /02_diffusion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/02_diffusion.ipynb -------------------------------------------------------------------------------- /03_normalizing_flows.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/03_normalizing_flows.ipynb -------------------------------------------------------------------------------- /04_continuous_normalizing_flows.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/04_continuous_normalizing_flows.ipynb -------------------------------------------------------------------------------- /05_consistency_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/05_consistency_models.ipynb -------------------------------------------------------------------------------- /06_flow_matching.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/06_flow_matching.ipynb -------------------------------------------------------------------------------- /07_diffusion_distillation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/07_diffusion_distillation.ipynb -------------------------------------------------------------------------------- /08_discrete_walk_jump_sampling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/08_discrete_walk_jump_sampling.ipynb -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/README.md -------------------------------------------------------------------------------- /assets/midwit.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/assets/midwit.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smsharma/minified-generative-models/HEAD/requirements.txt --------------------------------------------------------------------------------