Posts tagged deployment
Using ModelBuilder class for deploying PyMC models
- 22 February 2023
- Category: Advanced
Many users face difficulty in deploying their PyMC models to production because deploying/saving/loading a user-created model is not well standardized. One of the reasons behind this is there is no direct way to save or load a model in PyMC like scikit-learn or TensorFlow. The new
ModelBuilder class is aimed to improve this workflow by providing a scikit-learn inspired API to wrap your PyMC models.