/Stock-Prediction-with-LSTM-GRU

Stock Prediction with LSTM GRU

Primary LanguagePython

Stock Prediction with LSTM GRU

Stock Prediction

Predicting stock close price of a company using LSTM and GRU.

I use unilever stock price in Indonesia for this one, you can use another stock price you like.

Here is the final result: (Perfomence could be improved by modifying the neural netowk and adjusting the parameters) alt text

Start

run main.py and adjust your csv file path name

Results

Metrics LSTM GRU
MSE 0.0067 0.0045

Requirements

Keras
Python 3
Pandas
Sklearn
Pandas
Matplotlib