Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Create appealing UIs for Python Apps through the web-technologies HTML, CSS and Javascript, using frameworks like React, Preact and Tailwind CSS for styling. Call Python function and methods from ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

gRPC client/server example in Python including SSL support. The example service implements a simple shopping list back end. Clients can perform the following operations: The test directory contains ...

Abstract: Simulation is an excellent tool to study real-life systems with uncertainty. Discrete-event simulation (DES) is a common simulation approach to model time-dependent and complex systems.