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Multivariate time series forecasting cryptocurrencies price with LSTMs in Keras

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Sample multiple variables predict price Cryptocurrencies

Python 3.6

Libraries:

tensorflow: version 1.11

keras

h5py

sklearn

numpy

matplotlib

pandas

MySQLdb or mysqlclient

Craw data

Config connect to MySQL: config_db.py

Run scrpit: historical_train.sql

python3 crawler_data_binance.py

Train model 1 coin

python3 train.py -id [id_coin] -symbol [symbol]

Example:

python3 train.py -id 5 -symbol QTUMETH

Result: Save to database

Train model mutil coin

python3 run.py

Predict

python3 predict.py -id [id_coin] -symbol [symbol]

Predict multi coin

python3 run_predict.py

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