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 ...
GitHub

shraishwarya/-Time-Series-Forecasting-using-an-LSTM-Long-Short-Term-Memory-Model

This repository demonstrates how to perform time series forecasting using Long Short-Term Memory (LSTM) networks — a special kind of Recurrent Neural Network (RNN) capable of learning long-term ...
Scientific Research Publishing

Hybrid PINN-LSTM Model for River Temperature Prediction: A Physics-Informed Deep Learning Approach ()

This study proposes a hybrid modeling approach that integrates a Physics Informed Neural Network (PINN) and a long short-term memory (LSTM) network to predict river water temperature in a defined ...