A list of small educational ML projects on GitHub can be found below. Most of the provided models are implemented in PyTorch. Where needed, Lightning is used for model training.
- diffusion-demo: Generative diffusion models
- vae-intro: Variational autoencoders
- vartorch: Bayesian neural networks
- adversarial-ml: Adversarial machine learning
- attention-mechanism: Attention mechanisms
- gaussian-processes: Gaussian process modeling
- physics-informed-nn: Physics-informed neural nets
- graph-nn: Graph neural networks
- ml-notebooks: Random stuff