BitcoinForecast Predict bitcoin price with deep le

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匿名用户2021年11月11日
30阅读
开发技术Python
所属分类人工智能、机器学习/深度学习
授权协议Readme

作品详情

BitcoinForecast

Predictbitcoinvalueforthenext9minutes,withRecurrentalNeuralNetworkGRU.

Requirements:Python3Keras2numpyMatploitLibDataYoucandownloaddatathroughthegrabber.pyModel:

Generatedwithdeepchart

Instructions

Clonetherepo:

gitclonehttps://github.com/PiSimo/BitcoinForecast.gitTrainingonnewdata:python3network.py-traindataset_path-iterationsnumber_of_training_iterations

Tofinetunethenewmodelwithanoldonejustadd-finetunebase_model_pathtothelineabove.

Attheendofthetrainingyouwillhaveanupdatedmodel.h5withthenewweightsandyouwillseeaplotwiththetestresults.

Running:python3network.py-rundataset_path-modelmodel_path

Thedatasetisalsorequiredwhenyourun,toperformnormalization.

TovisualizeaplotwiththerealandpredictedresultsenterCrtl-Candtypeno,theprogramwillcreatechart.pngwiththeresults.

Workingexamplewiththismodel:(Red:Predicted,Green:Realvalues)

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