Predict bitcoin value for the next 9minutes, with Recurrental Neural Network GRU.
You can download data through the Data
Generated with deepchart
Clone the repo:
git clone https://github.com/PiSimo/BitcoinForecast.git
Training on new data:
python3 network.py -train dataset_path -iterations number_of_training_iterations
To finetune the new model with an old one just add
-finetune base_model_path to the line above.
At the end of the training you will have an updated model.h5 with the new weights and you will see a plot with the test results.
python3 network.py -run dataset_path -model model_path
The dataset is also required when you run, to perform normalization.
To visualize a plot with the real and predicted results enter Crtl-C and type no ,the program will create chart.png with the results.
Working example with this model: