Collect financial news headlines by scraping seekingalpha.com
Perform sentiment analysis on headline news using NLP models
Train models on larger dataset to improve accuracy
Python 3.8.6
Python libraries pip install -r requirements.txt
Google Chrome driver
Facebook's historical price data From Yahoo Finance
Web scraper for headline news
Processed news headlines - data
1 million finance news headlines From Kaggle
Processed news headlines (large)
BiLSTM (trained on large dataset) - 60% accuracy
BERT - 52% accuracy
BiLSTM model overfit
Updated adam0ling's BERT model to work with the lastest version
