FinBERT-LSTM

FinBERT-LSTM: Deep Learning based stock price prediction using News Sentiment Analysis

Code and implementation of my paper arXiv

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
1_news_collection.py		1_news_collection.py
2_stock_data_collection.py		2_stock_data_collection.py
3_news_data_cleaning.py		3_news_data_cleaning.py
4_news_sentiment_analysis.py		4_news_sentiment_analysis.py
5_MLP_model.py		5_MLP_model.py
6_LSTM_model.py		6_LSTM_model.py
7_lstm_model_bert.py		7_lstm_model_bert.py
README.md		README.md
analysis.py		analysis.py
news.csv		news.csv
news_data.csv		news_data.csv
sentiment.csv		sentiment.csv
stock_price.csv		stock_price.csv

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