CaptainCrouton89 / stock-predictor

Using neural networks to make stock predictions.

stock-predictor

Using neural networks to make stock predictions.

Plan

• Use sentiment analysis on reddit + twitter
• Historical technical indicators: RSI, Momentum, Volume, a few more that "actually" work sometimes maybe
• Perform extensive backtesting on variety of stocks (must be GH for this somewhere)

Sentiment Analysis

• https://www.reddit.com/r/stocks/comments/ll1h9n/any_well_documented_market_sentiment_analysis/
• Use glove, allow it to continue to train/fine-tune?
• Use pretrained sent. analyzer, fine tune
  • Needs to output stock and score for each ticker that appears in text
• Also takes in categorization for the source of information, threads vs comments vs headlines etc
• Scrape from non API websites
  • WSJ
  • SeekingAlpha
  • Check out reddit links to good sources