Predictbitcoinvalueforthenext9minutes,withRecurrentalNeuralNetworkGRU.
Requirements:Python3Keras2numpyMatploitLibDataYoucandownloaddatathroughthegrabber.pyModel:Generatedwithdeepchart
InstructionsClonetherepo:
gitclonehttps://github.com/PiSimo/BitcoinForecast.gitTrainingonnewdata:python3network.py-traindataset_path-iterationsnumber_of_training_iterationsTofinetunethenewmodelwithanoldonejustadd-finetunebase_model_pathtothelineabove.
Attheendofthetrainingyouwillhaveanupdatedmodel.h5withthenewweightsandyouwillseeaplotwiththetestresults.
Running:python3network.py-rundataset_path-modelmodel_pathThedatasetisalsorequiredwhenyourun,toperformnormalization.
TovisualizeaplotwiththerealandpredictedresultsenterCrtl-Candtypeno,theprogramwillcreatechart.pngwiththeresults.
Workingexamplewiththismodel:(Red:Predicted,Green:Realvalues)
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