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# Bitcoin_plotly_keras | ||
Data Analysis and Visualization on Bitcoin historical data data with Plotly and Price Prediction with Keras. | ||
Please visit [this link](https://nbviewer.jupyter.org/github/AsunaMasuda/Bitcoin_plotly_keras/tree/master/Bitcoin%20Analysis%20and%20Visualization%20with%20Plotly,%20Price%20Prediction%20with%20Keras.ipynb) to see fully rendered visualizations by Plotly. (The ipython in Github repository cannot show visualizations by plotly.) | ||
# Bitcoin Analysis and Visualization with Plotly, Price Prediction with LSTM model | ||
\* In order to see fully rendered visualizations by Plotly, Please visit [this link](https://nbviewer.jupyter.org/github/AsunaMasuda/Bitcoin_plotly_keras/tree/master/Bitcoin%20Analysis%20and%20Visualization%20with%20Plotly,%20Price%20Prediction%20with%20Keras.ipynb) (The ipython in Github repository cannot show visualizations by plotly.) | ||
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## Conda Environment | ||
## Overview: | ||
This notebook focuses on these two purposes below, mainly for the writer's self-learning purpose: | ||
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- Data clearning and analysis with Python libraries and Bitcoin price prediction by deep learning algolism called LSTM with Keras | ||
- Interactive Data visualizations with Plotly | ||
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<p><img src="bit_image.jpg" style="width:500px"></p> | ||
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## Reference: | ||
To create this notebook, | ||
<br>For data visualization with Plotly: | ||
<br>I refered to [a Kaggle post](https://www.kaggle.com/kanncaa1/plotly-tutorial-for-beginners) by [DATAI](https://www.kaggle.com/kanncaa1) and Plotly [official document](https://plot.ly/python/). | ||
<br>For price prediction with LSRM by Keras: | ||
<br>I refered to [a jupyter notebook](https://github.com/dashee87/blogScripts/blob/master/Jupyter/2017-11-20-predicting-cryptocurrency-prices-with-deep-learning.ipynb) which explained an applicaiton of deep learning to Bitcoin/Etherium price prediction by a data scientist [David Sheeran](https://dashee87.github.io/about/). |