Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
C++ Header-only event driven communication between jQuery in a web-browser via the nginx web-server. This can implement, for example, a RESTful API for fast sensor data transfer. This was developed ...
Safely extract JSON from the model output (e.g., regex). Wrap parsing in try/except and retry or re-prompt on failure. Provide a fallback: if JSON cannot be parsed, return a normal response instead of ...