- To learn about the stock market.
- To create a stock portfolio for future investments.
- To develop an analysis tool that will make stocks be easier to understand.
- To build a predictor based on historical prices.
- To create a list of safe stocks that are good for investments.
- Finished creating the basis of a wrapper for AlphaVantage API.
- Created a Batch Handler to process API requests to 5 requests per minute (Free tier)
- Finished building my Website on React-Redux.
- Plotted my stock prices and trendline from using polynomial regression on Plotly React.
- Built a Time Series Predictor from sklearn using polynomial regression of degree 3 (4 or above is overfitting and takes too much time to process.)
- Used correlation coefficient for my steady score.
- Calculated the derivative of the trend in the stock prices as my potential growth score.
- Deployed my Django/React-Redux Application on Heroku.
- Automated predictions on thousands of companies listed on NASDAQ and NYSE to make my stock portfolio.
- Plan to integrate several technical indicators from AlphaVantage and use them for more machine learning models.
Limen - Contains a list of packages needed to install on the backend. Regressor - Builds a polynomial regression on the stock prices. Retriever - Retrieves stock prices from AlphaVantage.
Front - Runs on a React/Redux Website.