GRU for Bitcoin Price Prediction
This repo is adapted from the program of https://github.com/khuangaf/CryptocurrencyPrediction for Google colab.
Google colab supplies the following environments.
Python 3.6.9
Tensorflow=2.3.0
Keras=2.4.3
Pandas=1.1.5
Numpy=1.18.5
h5py=2.10.0
sklearn=0.0
File Illustration
tocsv.py : convert price of bitcoin from json to csv
tohdf5.py : convert price of bitcoin from csv to hdf5
GRU.py : training with GRU (tan+ReLU)
plot-GRU.py : plot results of training
bitcoin-2018-2020-full.h5 : bitcoin price between 2018 and 2020 in HDF5
bitcon-2018-2020-93pct.h5 : 93% of the above, 7% is used for validation only
