Hacker

The Beginner's Guide to Neural Networks

I’ve always been obsessed with the invisible forces shaping the future. Biases, on the other hand, act like a pre-set adjustment. Think of it as a worker starting with a partially assembled product ...
IEEE

A Text-Guided Graph Neural Network for Predicting Long-Range Trajectories of Sea-Surface Objects

Abstract: The sea-surface environment is influenced by various factors, such as wind, waves, tides, and ocean currents. Interactions among various factors, combined with heterogeneous spatiotemporal ...
IEEE

A Graph Neural Network With Dual-Stage Feature Aggregation for Industrial Soft Sensors

Abstract: Soft sensing, as a key engineering methodology, leverages readily accessible information from auxiliary variables to estimate hard-to-measure targets. Deep learning frameworks have ...
GitHub

This repo describes python code and input data files for "Forecasting stock return distributions around the globe with quantile neural networks".

torch 2.2.2 PyTorch framework for neural networks. The documented GPU setup targets the official CUDA 12.1 wheel. FF3.CSV Ken French Data Library Full file included Fama-French 3-factor returns. Only ...