#LSTM based Stock Price and Trend Prediction (Dataset and Code).
This repository consists of datasets and code for NEPSE-ADBL prediction task. -The dataset consist of three csv files: raw_news data, raw_stock data and final_stock data.
-Raw_news data consists of news scrapped from website www.sharesansar.com, in unprocessed form.
-Raw_stock_data consists of Stock data before merging it to sentiment score of news
-Final_stock_data consists of data samples obtained after merging sentiment score of news to stock data.
##Files and Folder -Datasets
-stock data
-Annex Code
-Main code
Citation: please cite the following paper if this repo (Data as well as code) is useful to your work
Shahi, T.B.; Shrestha, A.; Neupane, A.; Guo, W. Stock Price Forecasting with Deep Learning: A Comparative Study. Mathematics 2020, 8, 1441.
@article{shahi2020stock, title={Stock Price Forecasting with Deep Learning: A Comparative Study}, author={Shahi, Tej Bahadur and Shrestha, Ashish and Neupane, Arjun and Guo, William}, journal={Mathematics}, volume={8}, number={9}, pages={1441}, year={2020}, publisher={Multidisciplinary Digital Publishing Institute} }