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A-Real-time-System-of-Bitcoin-Price-Prediction
This project forked from pmshst/a-real-time-system-of-bitcoin-price-prediction
A-Real-time-System-of-Bitcoin-Price-Prediction
This project is about a real-time system of Bitcoin price prediction using some big data technologies, including the implementation of data collecting, data preprocessing, modelling, trading strategy, real-time prediction and visualization of the predicted results. The main method of this system is from the paper published by MIT Professor Shah in Oct 2014 [9] Devavrat Shah, Kang Zhang Bayesian regression and Bitcoin https://arxiv.org/abs/1410.1231 which is bayesian regression. bitcoin_price_prediction.ipynb is used to train the model and save the parameters get_data_from_okcoin.py is used to collect data from okcoin.com in real time real_time_prediction.py is used to predict the Bitcoin price in real time by the model trained i.e. the parameters
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