README.md

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)

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

GRU Neural Network Schema [of This Project]