Just because I get asked this question pretty often when talking about vaes with flexible base distributions and figured i'd make a simple example. If we think of diffusion models as hierachical VAE ...

Every day cognitive and experimental researchers attempt to find evidence in support of their hypotheses in terms of statistical differences or similarities among groups. The most typical cases ...

. ├── diffusion_model.py # iDDPM implementation (Keras/TensorFlow) ├── networks.py # U‑Net + conditioning encoder ├── helper_func.py # utilities (priors, beta schedules, math) ├── kinetic_model.py # ...