├── Code └── ML - Stock Market Prediction.py ├── Data ├── Google_Stock_Price_Test.csv └── Google_Stock_Price_Train.csv ├── Jupyter Notebook ├── .ipynb_checkpoints │ └── ML - Stock Market Prediction-checkpoint.ipynb ├── Images │ ├── 01 - Google Stock Price Prediction.png │ ├── 02 - Brain Diagram.png │ ├── 03 - Old RNN Representation.png │ ├── 04 - Expanded RNN Representation.png │ ├── 05 - RNN Examples.png │ ├── 06 - RNN Vanish Gradient.png │ ├── 07 - LSTM.png │ ├── 08 - LSTM Cell.png │ ├── 09 - LSTM Step 1.png │ ├── 10 - LSTM Step 2.png │ ├── 11 - LSTM Step 3.png │ ├── 12 - LSTM Step 4.png │ ├── 13 - LSTM Var 1.png │ ├── 14 - LSTM Var 2.png │ └── 15 - LSTM Var 3.png └── ML - Stock Market Prediction.ipynb ├── LICENSE ├── README.md └── Research Papers ├── 01 - Peter Roelands RNN Notebooks.zip ├── 02 - Difficulty of training recurrent neural networks.pdf ├── 03 - Long Short-Term Memory.pdf ├── 04 - LSTM Networks.mht ├── 05 - LSTM Diagrams.mht ├── 06 - The Unreasonable Effectiveness of Recurrent.mht ├── 07 - Visualizing and Understanding Recurrent Networks.pdf ├── 08 - LSTM A Search Space Odyssey.pdf └── 09 - Deep sparse rectifier neural networks.pdf /Code/ML - Stock Market Prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Code/ML - Stock Market Prediction.py -------------------------------------------------------------------------------- /Data/Google_Stock_Price_Test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Data/Google_Stock_Price_Test.csv -------------------------------------------------------------------------------- /Data/Google_Stock_Price_Train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Data/Google_Stock_Price_Train.csv -------------------------------------------------------------------------------- /Jupyter Notebook/.ipynb_checkpoints/ML - 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Visualizing and Understanding Recurrent Networks.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Research Papers/07 - Visualizing and Understanding Recurrent Networks.pdf -------------------------------------------------------------------------------- /Research Papers/08 - LSTM A Search Space Odyssey.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Research Papers/08 - LSTM A Search Space Odyssey.pdf -------------------------------------------------------------------------------- /Research Papers/09 - Deep sparse rectifier neural networks.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AMoazeni/Machine-Learning-Stock-Market-Prediction/HEAD/Research Papers/09 - Deep sparse rectifier neural networks.pdf --------------------------------------------------------------------------------