Long Short-Term Memory (LSTM)

[inkerton]

Have you read the Contributing Guidelines on issues?

• [X] I have read the Contributing Guidelines on issues.

Description

LSTMs are a special type of RNN that address the vanishing gradient problem. They have gates that control the flow of information through the network, allowing them to learn long-term dependencies in data. LSTMs are widely used for tasks like natural language processing and time series forecasting.

Self-service

• [X] I'd be willing to address this documentation request myself.

[github-actions[bot]]

👋 Hi @inkerton! Thanks for opening this issue. We appreciate your contribution to the Algo project. Our team will review it soon.