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DeepthiSudharsan/Stock-Prediction-using-Deep-Learning
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Predicting closing stock prices of FAANG companies namely Facebook,Apple,Amazon,Netflix and Google from May 2012 till March 2021 using Deep Learning models such as Long Short Term Memory (LSTM), a Basic Artificial Neural Network(CNN), Recurrent Neural Networks (RNN), Multilayer Perceptron (MLP) and Autoencoder.
FAANG 2012 - 2020 dataset
FAANG 2016 - May 2021 dataset
This app has been deployed on streamlit. To view the app check the link below
https://share.streamlit.io/deepthisudharsan/stock-prediction-using-deep-learning/main/Stock-GUI-Streamlit/stock_gui.py
The hyperparameters that we have used in our deep learning models show the best results for the Google Stock Price dataset that has been uploaded here. The code works for any csv dataset but getting the best accuracy isn't assured.
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(Semester 4) Mathematics for Intelligent Systems - End Semester Project
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