evilwarlock/ipo_prophet

ML model to predict if an IPO could be profitable for individual investor

IPO_Prophet

ML model to predict if an IPO could be profitable for individual investor

TODO

[ ] Collect historical IPO data

[ ] Include social media popularity into the feature

[ ] Feature selection

[ ] Deeper learning models

Some userful references

Xian, Ye, Social Media Sentiment and IPO Pricing (March 2021). Available at SSRN: https://ssrn.com/abstract=3870563 or http://dx.doi.org/10.2139/ssrn.3870563

IPO data, partially from https://github.com/k-bosko/IPO_bubble

{"id":2,"content":"Hello, Professor!"}