├── AMZN.csv ├── Close.csv ├── Notebook 1_ Stock Market Models-ARIMA, Fourier, Feature Extraction, LSTM.ipynb ├── Notebook 2_ Stock Market Analysis using LSTM(Vanilla)-how good is a LSTM at predicting price movement.ipynb ├── Notebook 3_ LSTM models tying to predict future stock price movements.ipynb ├── Notebook 4_ LSTM sentiment analysis model .ipynb ├── Notebook 6_ More predictions(using accuracy as a metric measure) with LSTM, GRU .ipynb ├── Notebook_5_GAN.ipynb ├── README.md ├── Summary of the Time Series Project.pdf └── data /AMZN.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/AMZN.csv -------------------------------------------------------------------------------- /Close.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Close.csv -------------------------------------------------------------------------------- /Notebook 1_ Stock Market Models-ARIMA, Fourier, Feature Extraction, LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook 1_ Stock Market Models-ARIMA, Fourier, Feature Extraction, LSTM.ipynb -------------------------------------------------------------------------------- /Notebook 2_ Stock Market Analysis using LSTM(Vanilla)-how good is a LSTM at predicting price movement.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook 2_ Stock Market Analysis using LSTM(Vanilla)-how good is a LSTM at predicting price movement.ipynb -------------------------------------------------------------------------------- /Notebook 3_ LSTM models tying to predict future stock price movements.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook 3_ LSTM models tying to predict future stock price movements.ipynb -------------------------------------------------------------------------------- /Notebook 4_ LSTM sentiment analysis model .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook 4_ LSTM sentiment analysis model .ipynb -------------------------------------------------------------------------------- /Notebook 6_ More predictions(using accuracy as a metric measure) with LSTM, GRU .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook 6_ More predictions(using accuracy as a metric measure) with LSTM, GRU .ipynb -------------------------------------------------------------------------------- /Notebook_5_GAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Notebook_5_GAN.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/README.md -------------------------------------------------------------------------------- /Summary of the Time Series Project.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-/HEAD/Summary of the Time Series Project.pdf -------------------------------------------------------------------------------- /data: -------------------------------------------------------------------------------- 1 | 2 | --------------------------------------------------------------------------------