https://github.com/jwest951227/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM
https://github.com/jwest951227/lstmstockpricepredictor

keras matplotlib numpy pandas tensorflow yfinance

Last synced: about 1 month ago
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Predicting storck price of Suzunoya- by means of LSTM

• Host: GitHub
• URL: https://github.com/jwest951227/lstmstockpricepredictor
• Owner: jwest951227
• Created: 2024-04-29T07:23:38.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-04-29T07:56:57.000Z (8 months ago)
• Last Synced: 2024-11-16T17:03:41.921Z (about 1 month ago)
• Topics: keras, matplotlib, numpy, pandas, tensorflow, yfinance
• Language: Python
• Homepage:
• Size: 198 KB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Stock Price Prediction For Suzunoya PLC 

## Contents

1 - Detailed_visualisation_of_stocks.ipynb

2 - Opening_Price_Prediction_keras.ipynb

3 - Closing_Price_Prediction_Keras.ipynb

4 - TCS_Stock_Prediction_LSTM_quandl_api.ipynb

5 - MRF_Stock_Prediction_Using_LSTM.ipynb

6 - Complex_Stock_Visualisation,_LSTM_based_comparison_of_Return,_Votality,_Trading_volume.ipynb

7 - Stocks_Comparison_KNN,_Random_Forest,_LSTM,_CNN,_XGboost.ipynb

----

samplecsv files included in seprate folder - "CSV FILES".

## Companies covered

-Apple

-Tesla

-Amazon 

-Tata Consultancy Services (TCS) - TCS_Stock_Prediction_LSTM_quandl_api.ipynb

-MRF Limited(MRF) - MRF_Stock_Prediction_Using_LSTM.ipynb

### Opening_Price_Prediction

![Openingpricepredictions](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/a55e4faf-eb42-4e60-871a-96d515140d5d)

## For Stock data -

Use Pandas_ Datareader function - from pandas_datareader import data or import pandas_datareader as web

https://www.alphavantage.co/ - Free API for donwloading or monitoring stocks

https://www.kaggle.com/camnugent/sandp500/data?select=individual_stocks_5yr - contains pre- downloaded Stocks values of different companies

Indian companies data - https://www.quandl.com/

### Detailed_visualisation_of_stocks

![indepth-1](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/5541ee7a-1c7c-41f0-a41a-9f537fdbe96c)

### TCS_Stock_Prediction

![TCS-stockpredicion3](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/4cff3724-0ee2-4322-aeac-fd0661f6abda)

## Useful resources

Simple Stock preidictions and Visulaisation - dduemig/stanford-Project-Predicting-stock-prices-using-a-LSTM-Network

Prediciting Opening and closing prices - SnehJain/Deep-Neural-Networks-For-Stock-Price-Prediction

Combining Stock and Twitter Data(positive and negative comments) and Stock - viswa0531/StockMarketPredictionUsingML

### Complex_Stock_Visualisation 

![COMPLEXStocksvisualisation](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/d2062201-ba5c-4f25-955e-992aec0fa367)