Following information is expected to be available and accurate in a file named .env with values different than the ones shown: MONGODB_CONNECTION_TEMPLATE='fmorrison ...

Abstract: Accurate and high-spatiotemporal-resolution predictions of precipitable water vapor (PWV) play a crucial role in numerous atmospheric processes, including global navigation satellite system ...

This document demonstrates a minimalist example of how to write a CHAP-compatible forecasting model. The example is written in Python, uses few variables without any lag and a standard machine ...

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.

Abstract: The multilayer perceptron (MLP) is an effective tool for classifying network anomalies. This paper examines the methodology for applying MLP to this task, covering data preprocessing, neural ...