In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

This paper systematically analyzes the market dynamics of the pet industry in China and globally based on multiple linear regression and ARIMA models. First, for the Chinese market, this paper ...

Abstract: Making virtual reality (VR) more accessible for novice and nondigital users has largely focused on single-user solutions, such as tutorials, tooltips, and visual guidance cues. While ...

Bayesian linear regression with automatic guide construction, dual inference engines (SVI and MCMC), and posterior predictive analysis using Pyro. Without this workflow, you would need to manually ...

This boilerplate is designed to kickstart data science projects by providing a basic setup for database connections, data processing, and machine learning model development. It includes a structured ...