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emirhanai / Cryptocurrency-Prediction-with-Artificial-Intelligence-V3.0-GRU-Neural-Network

Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network]
GNU General Public License v3.0
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artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks binance bitcoin btc crypto cryptocurrencies cryptocurrency deep-learning gru keras machine-learning neural-network neural-networks scikit-learn sklearn tensorflow tensorflow2 usdt

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Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network]

I am pleased to announce with you the V3.0 of my cryptocurrency prediction project with Artificial Intelligence. I used LSTM in V1.0 and RNN in V2.0. In V3.0, I use the GRU Neural Network, whose algorithms that I have designed myself. The artificial intelligence I created managed to achieve 99.54% accuracy in the March 27 BTC Forecast. Scores are; Total params: 104.658.433, MAE score: 0.02262356696266076, MSE score: 0.0008216340443992631, Accuracy: 98.5220357283052. Another element that I developed in the project is that I wrote algorithm code to visualize neural networks so that people can understand the GRU structure. Everything happens automatically. I am happy to share the project as open source.

Best wishes,

Emirhan BULUT

AI Inventor - Senior Artificial Intelligence Engineer

The coding language used:

Python 3.9.8

Libraries Used:

Tensorflow

Keras

NumPy

PyDot

Matplotlib

Scikit-learn (SKLEARN)

<img class="fit-picture" src="https://github.com/emirhanai/Cryptocurrency-Prediction-with-Artificial-Intelligence-V3.0-GRU-Neural-Network/blob/main/Cryptocurrency-Prediction-with-Artificial-Intelligence-V3.png?raw=true" alt="Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network]">

Developer Information:

Name-Surname: Emirhan BULUT

Contact (Email) : emirhan@isap.solutions

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

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

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

GRU Neural Network Schema [of This Project]

<img class="fit-picture" src="https://github.com/emirhanai/Cryptocurrency-Prediction-with-Artifical-Intelligence-V3.0-GRU-Neural-Network/blob/main/model_graph.png?raw=true" alt="GRU Neural Network Schema [of This Project]">