https://github.com/shreypandit/stockprice-prediction
Time series model for predicting the stock price using LSTM. The dataset includes the closing price of the stock.
https://github.com/shreypandit/stockprice-prediction
loss lstm series-model stock-market stock-price stock-price-prediction stockprice-prediction time-series
Last synced: 6 months ago
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Time series model for predicting the stock price using LSTM. The dataset includes the closing price of the stock.
- Host: GitHub
- URL: https://github.com/shreypandit/stockprice-prediction
- Owner: ShreyPandit
- License: mit
- Created: 2020-12-24T09:34:14.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2020-12-24T09:43:21.000Z (almost 5 years ago)
- Last Synced: 2025-02-08T18:13:58.880Z (8 months ago)
- Topics: loss, lstm, series-model, stock-market, stock-price, stock-price-prediction, stockprice-prediction, time-series
- Language: Jupyter Notebook
- Homepage:
- Size: 153 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# StockPrice-Prediction
Time series model for predicting the stock price. The Example is taken on the share of Nifty.
# Model
The model consists of LSTM and dropout. LSTM are used because they are capable of remembering the past values and use them to predict the future value. Here lookback is 90 days.
# Loss
The loss function is mean squared error and optimizer is adam
