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

Monthly climate prediction using deep convolutional neural network and long short-term memory

Climate change affects plant growth, food production, ecosystems, sustainable socio-economic development, and human health. The different artificial intelligence models are proposed to simulate ...
Nature

A hybrid LSTM-transformer model for short-term urban electricity load forecasting: a two-city case study

Accurate short-term urban power load forecasting is crucial for power system dispatching, peak load management, and data-driven urban energy planning. To improve the forecasting performance of ...