Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)

Related tags

Deep Learning deep-neural-networks deep-learning neural-network prediction artificial-intelligence cryptocurrency lstm neural-networks lstm-model artificial-neural-networks deeplearning xrp lstm-neural-networks usdt cryptocurrency-prices
Overview

Cryptocurrency-Prediction-with-Artificial-Intelligence

I developed Cryptocurrency Prediction (Deep Learning with LSTM Neural Networks) software with Artificial Intelligence. I predicted the fall on December 28, 2021 with 98.5% accuracy in the XRP/USDT pair. '0.009179626158151918' MAE Score, '0.0002120391943355104' MSE Score, 98.35% Accuracy Question software has been completed.

The XRP/USDT pair forecast for December 28, 2021 was correctly forecasted based on data from Binance.

Software codes and information are shared with you as open source code free of charge on GitHub and My Personal Web Address.

Happy learning!

Emirhan BULUT

Senior Artificial Intelligence Engineer and Inventor

###The coding language used:

Python 3.9.8

###Libraries Used:

Tensorflow - Keras

NumPy

Matplotlib

Pandas

Scikit-learn (SKLEARN)

Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT

Developer Information:

Name-Surname: Emirhan BULUT

Contact (Email) : [email protected]

LinkedIn : https://www.linkedin.com/in/artificialintelligencebulut/

Kaggle: https://www.kaggle.com/emirhanai

Official Website: https://www.emirhanbulut.com.tr

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Comments
  • Name 'test' is not defined

    Name 'test' is not defined

    Hey there

    Many thanks for this project - trying to work on it, but found that 'test' is not defined, please see screenshot:

    image

    What dataset are you referring to? 'test_data'?

    Thanks a lot!

    Edit: oh, and by the way, how can I really get the prediction graph to be ahead like on your sample? For now the it is lagging behind the real curve... (after changing 'test' to 'test_data')

    opened by rdtm443 3
  • Plot are lagging 4 days

    Plot are lagging 4 days

    Prediction image Start Of My dataset(2500 lines total) image

    I'd like to make predictions for dates after 10-2-2022(Last day of my dataset) And also plot test data is dependent to dataset, dk if that is an issue

    opened by berkosko5000 1
Owner
Emirhan BULUT
Artificial Intelligence Engineer β€’ Machine Learning and Deep Learning Inventor
Emirhan BULUT
GitHub
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