bulbea

“Deep Learning based Python library for Stock Market Prediction and Modelling.”

Release: v0.1.0 (Installation)

https://img.shields.io/gitter/room/bulbea/bulbea.svg

bulbea is an Open Source Python module (released under the Apache 2.0 License) that consists a growing collection of statistical, visualization and modelling tools for financial data analysis and prediction using deep learning.

bulbea helps you with

Financial Data Loading

>>> import bulbea as bb
>>> share = bb.Share('YAHOO', 'GOOGL') # Get Google's historical data from Yahoo's database
>>> share.data
                  Open        High         Low       Close      Volume  Adjusted Close
Date
2004-08-19   99.999999  104.059999   95.959998  100.339998  44659000.0       50.220219
2004-08-20  101.010005  109.079998  100.500002  108.310002  22834300.0       54.209210
2004-08-23  110.750003  113.479998  109.049999  109.399998  18256100.0       54.754754
...

Statistical Vizualization

>>> share.plot(bollinger_bands = True, period = 100, bandwidth = 2)
_images/google_bollinger_bands.png

bulbea is created and currently maintained by Achilles Rasquinha.

bulbea officially supports Python 2.7 and 3.5.