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)
![Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network]](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)
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]](https://github.com/emirhanai/Cryptocurrency-Prediction-with-Artifical-Intelligence-V3.0-GRU-Neural-Network/blob/main/model_graph.png?raw=true)