Visual Studio Magazine

Sentiment Classification of IMDB Movie Review Data Using a PyTorch LSTM Network

This demo from Dr. James McCaffrey of Microsoft Research of creating a prediction system for IMDB data using an LSTM network can be a guide to create a classification system for most types of text ...
Nature

An enhanced CNN with ResNet50 and LSTM deep learning forecasting model for climate change decision making

The fast development of industry nowadays, as well as the excessive consumption of traditional energy sources such as oil and natural gas and its causes of pollution highlight the importance of ...
Nature

Remote sensing-based landslide prediction and risk assessment using a hybrid CNN–LSTM deep learning model

Landslide susceptibility assessment is essential for risk mitigation in regions affected by complex terrain and variable environmental conditions. This study proposes a hybrid deep learning framework ...