Machine Learning Stock Price Predictor Mobile App
An iOS Swift app, served from and build upon the Django/Django Rest Framework. Adaptic uses a support vector machine (SVM) classifier from Scikit-Learn to predict stock prices. The SVM 🤖 classifies the next price as bullish 🐮 or bearish 🐻 then uses guesses the percent by which the next stock price will change.
The beautiful user interface displays predictions graphs. Users can add stocks, crypto, and indexes to their watch lists for future reference. 📈 Hosted on Heroku.
All investments involve risk, and you should take Adaptic's projections as purely educational in nature. Adaptic is a tool that you can use to aid in your investment decision process but should not be the only factor used to decide.
Adaptic utilises a client-server architecture to take advantege of the power machine learning libraries that the python community has developed.