asunamasuda/bitcoin_plotly_keras

Data Analysis and Visualization on Bitcoin historical data with Plotly and Price Prediction with Keras

Bitcoin Analysis and Visualization with Plotly, Price Prediction with LSTM model

In order to see fully rendered visualizations by Plotly in jupyter notebook, please visit this link on jupyter nbviewer. (ipython files in Github repository cannot show visualizations by plotly.)

Overview

This notebook focuses on these two aspects below, mainly for the writer's self-learning purpose:

• Data cleaning and analysis with Python libraries and Bitcoin price prediction by deep learning algorithm called LSTM with Keras
• Interactive Data visualizations with Plotly

Reference & Acknowledgement

Data Visualization with Plotly,

• a Kaggle post by DATAI and Plotly official document.

Price Prediction with LSTM by Keras,

• a jupyter notebook which explained an applicaiton of deep learning to Bitcoin/Etherium price prediction by a data scientist David Sheeran.
• Predicting the price of Bitcoin using Machine Learning by Sean McNally
• WHY MIGHT SHARE PRICES FOLLOW A RANDOM WALK? by SAMUEL DUPERNEX