Required Libraries:
- Tensorflow
- Numpy
- Pandas
- Quandl
- Backtrader
- Sklearn
- Nltk
Data sources:
- Apple News & Sentiment: https://www.quandl.com/databases/NS1/documentation?anchor=product-overview
- General News: https://www.kaggle.com/aaron7sun/stocknews
- Apple Stock Price: https://www.quandl.com/data/EOD-End-of-Day-US-Stock-Prices
- Dow Jones Industrial Average: https://finance.yahoo.com/quote/%5EDJI/history?p=^DJI&.tsrc=fin-srch
- GloVe: https://nlp.stanford.edu/projects/glove/
Method of Use:
- Central Pipeline: Time-Series modelling
- Sentiment Pipeline: Sentiment modelling