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Story
crypto-trading
Date
Sep, 01 2018
Machine Learning/AI
Talking About

Using a Keras LSTM to predict Cryptocurrency prices

LSTM's, or Long short-term memory units, are a type of recurrent neural network that are useful in processing sequential data. They keep their hidden state over time, and so have a form of memory.

If you learn one thing from this post, it is that a long short term memory network as simple as the one in this article is not that great at predicting something as random as the swings, and often t...

Story
time series forecast
Date
Aug, 24 2018
Machine Learning/AI
Talking About

Preparing data using Pandas for time series forecasting

If you are interested in predicting the future movements of a dataset, you are going to need to setup the data so that it conforms to a certain format for time series training.

This article is not going to be a thorough treatment about time series analysis, so concepts like seasonality and other factors that might affect the accuracy of time series prediction are not in the purview of this tut...