GitHub

LSTM and RNN Tutorial with Demo (with Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation)

What is Deep Learning (DL)? "Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks." There are ...
IEEE

Comparison between LSTM and Bi-LSTM for Wind Speed Forecasting

Abstract: Weather forecasting is an important part of fields such as renewable energy, aviation, weather and climate science. This article examines the performance of LSTM and BI-LSTM neural networks ...
IEEE

Deep Learning for PV Power Forecasting: An LSTM Approach for Residential Systems

Abstract: Residential PV power forecasting is more complex than large-scale solar prediction due to shading, rooftop orientation, microclimatic effects, and limited historical data. This study ...