bulbea¶
“Deep Learning based Python library for Stock Market Prediction and Modelling.”
Release: v0.1.0 (Installation)
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)
bulbea is created and currently maintained by Achilles Rasquinha.
bulbea officially supports Python 2.7 and 3.5.