eiupanther96 / crypto_predictor_app

Cryptocurrency price prediction using Neural Network

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Crypto Currency Price Predictor

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This is my first Machine Learning Web Application. My purpose was learning Flask and merge it with Machine Learning. When you hit on the Go button it calls Yahoo Finance and takes crypto prices. Next prepare them for modelling, feed them to the net and train the model. Finally it will predict crypto prices for 5-days and plot it in a graph. The backend is supported by a pre-designed MLP Neural Network-Tensorflow (3- hiddden levels). For more information about the structure, follow my repositories Time-Series-Neural-Network-Grid-Search and stock_market_predictions_neural_net.

The performance can be optimized by changing the network structure or by changing to LSTM or RNN network as discussed in the repositories above.

Instructions

Clone the repository.

Install dependencies on requirements.txt

Use the command "python run.py"

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Cryptocurrency price prediction using Neural Network


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