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Provide the best RNN/LSTM projects in time series assignments, because it’s a hard and challenging topic for most students. Most assignments require RNN/LSTM model and time series analysis in a project. It is always challenging to find good RNN/LSTM projects for students to use, because the project is quite unique and special. It’s also worth noting that RNN/LSTM models and time series analysis are not straightforward. Time series models work well with linear regression, but time series analysis is
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RNN stands for Recurrent Neural Network, and LSTM stands for Long Short-Term Memory Networks, the models used for long-term memory. These models were popularized by the Google Brain team. This research paper, published in NeurIPS 2013, made it clear: The problem with most recurrent methods, as discussed in the related work, is that they rely on explicit coding. Each element of an input sequence is encoded as an additional hidden state in memory. What’s new here? The research paper presented LST
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