pomegranate
Pomegranate is a probabilistic modeling library optimized with PyTorch, facilitating faster computations and modular design. It supports GPU acceleration, mixed precision, and easy integration with neural networks, allowing complex Bayesian networks and hidden Markov models to be employed seamlessly. The v1.0.0 update, although not backwards compatible, enhances performance and addresses previous community concerns with a focus on semi-supervised learning capabilities.
