Awesome

Sunspots and Stock Indexes

Predict sunspots and Nasdaq using fully connected neural networks in Theano/Python

This is a somewhat simple data set that will be good practice for building a network to do time-series predictions. This works extrememly well at predicting the next period's number of spots when given the actual number for this period

Paper http://surface.syr.edu/cgi/viewcontent.cgi?article=1056&context=eecs_techreports

Data http://www.sidc.be/silso/datafiles

Predict Nasdaq one month ahead using the fully connected forward feed network described in the sunspot paper

Data https://github.com/timestocome/StockMarketData

Other papers: https://is.muni.cz/th/422802/fi_b/bakalarka_final.pdf Prediction of Financial Markets Using Deep Learning