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1. New LSTM Model Boosts Long-term Time Series Forecasting Accuracy

   A new LSTM model, sLSTM, is introduced to improve long-term time series forecasting accuracy. It's evaluated on benchmark datasets and compared to other state-of-the-art methods.

   2024-08-27 Tags: lstm, time series, machine learning, rnn by klotz
2. Deep Learning for Time Series Forecasting: Is It Worth It? | by Lina Faik | data from the trenches | Sep, 2021 | Medium

   2021-09-25 Tags: time series, deep learning, rnn by klotz
3. Lambda layers - Recurrent Neural Networks for Time Series | Coursera

   2019-08-06 Tags: time series, rnn, lstm, coursera by klotz
4. HOW FAR HAVE WE GOTTEN IN TIME SERIES PREDICTION, FROM RNN TO LSTM

   2018-11-05 Tags: lstm, time-series, prediction, rnn, deep learning by klotz
5. rnn time series and static values

   2018-11-05 Tags: machine learning, rnn, time-series by klotz
6. Time Series Forecasting with RNNs – Towards Data Science

   2018-11-04 Tags: rnn, machine learning, time series by klotz
7. When to Use MLP, CNN, and RNN Neural Networks

   2018-07-23 Tags: mlp, rnn, cnn, time-series, image, neural network, howto by klotz

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