Tag Archives: long-short term memory

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Most accurate machine deep learning model type?

This appears to use LSAM and SAE (long short term memory and stacked auto encoders) which appears to be more accurate than recurrent neural network (RNN).  Do I sound like a machine learning experience here? Haha. I am way off it. This does show that this technique could be most accurate when it comes to forecasting financial time series.

Here are the links

http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0180944

Python code example https://github.com/dzitkowskik/StockPredictionRNN

https://en.wikipedia.org/wiki/Long_short-term_memory

 

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