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 ...

Learn how to build a simple linear regression model in C++ using the least squares method. This step-by-step tutorial walks you through calculating the slope and intercept, predicting new values, and ...

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

The current project uses a Random Forest model for yield prediction. While this works, we can also implement the task using a Deep Learning Artificial Neural Network (ANN) for potentially better ...

Abstract: Predicting and scheduling energy use in Smart Buildings (SB) is essential for implementing Energy-Efficient Management Systems. Managed Smart Grid technology is a critical component for the ...

Abstract: In this paper, we propose a novel machine learning model applied to water desalination processes as a potential use case. Machine learning models show great promise in diverse fields, unlike ...