Time Series based analysis of cryptocurrency prediction using deep learning models
Cryptocurrency Prediction using LSTM and GRU
A simple Bidirectional LSTM and GRU model to predict cyptocurrency written in Google Colab.Look into the file Cryptocurrency_analysis.ipynb for detailed description.
We need to upload data before proceeding with the analysis. I used cryptocurrency data from Kaggle.
Then we need to convert the timestamp into Date format followed by indexing and normalization of the dataset.
GRU vs Bi-LSTM comparison
Network model summary of both LSTM and GRU:
Plot Comaprison
