{"id":20172071,"url":"https://github.com/jwest951227/lstmStockPricePredictor","last_synced_at":"2025-05-07T00:33:50.874Z","repository":{"id":248982977,"uuid":"793416871","full_name":"jwest951227/lstmStockPricePredictor","owner":"jwest951227","description":"Predicting storck price of Suzunoya- by means of LSTM","archived":false,"fork":false,"pushed_at":"2024-04-29T07:56:57.000Z","size":203,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-19T08:11:32.016Z","etag":null,"topics":["keras","matplotlib","numpy","pandas","tensorflow","yfinance"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jwest951227.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-04-29T07:23:38.000Z","updated_at":"2025-03-19T15:36:28.000Z","dependencies_parsed_at":"2024-07-18T08:46:22.840Z","dependency_job_id":"e1f53dad-0f1d-4476-bd92-d5fe1f554948","html_url":"https://github.com/jwest951227/lstmStockPricePredictor","commit_stats":null,"previous_names":["libraiger/lstmstockpricepredictor","degencap777/lstmstockpricepredictor","jwest951227/lstmstockpricepredictor"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jwest951227%2FlstmStockPricePredictor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jwest951227%2FlstmStockPricePredictor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jwest951227%2FlstmStockPricePredictor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jwest951227%2FlstmStockPricePredictor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jwest951227","download_url":"https://codeload.github.com/jwest951227/lstmStockPricePredictor/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252792804,"owners_count":21805034,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["keras","matplotlib","numpy","pandas","tensorflow","yfinance"],"created_at":"2024-11-14T01:28:51.727Z","updated_at":"2025-05-07T00:33:50.499Z","avatar_url":"https://github.com/jwest951227.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stock Price Prediction For Suzunoya PLC \n\n## Contents\n\n1 - Detailed_visualisation_of_stocks.ipynb\n\n2 - Opening_Price_Prediction_keras.ipynb\n\n3 - Closing_Price_Prediction_Keras.ipynb\n\n4 - TCS_Stock_Prediction_LSTM_quandl_api.ipynb\n\n5 - MRF_Stock_Prediction_Using_LSTM.ipynb\n\n6 - Complex_Stock_Visualisation,_LSTM_based_comparison_of_Return,_Votality,_Trading_volume.ipynb\n\n7 - Stocks_Comparison_KNN,_Random_Forest,_LSTM,_CNN,_XGboost.ipynb\n\n----\nsamplecsv files included in seprate folder - \"CSV FILES\".\n\n## Companies covered\n\n-Apple\n\n-Tesla\n\n-Amazon \n\n-Tata Consultancy Services (TCS) - TCS_Stock_Prediction_LSTM_quandl_api.ipynb\n\n-MRF Limited(MRF) - MRF_Stock_Prediction_Using_LSTM.ipynb\n\n### Opening_Price_Prediction\n![Openingpricepredictions](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/a55e4faf-eb42-4e60-871a-96d515140d5d)\n\n\n## For Stock data -\n\nUse Pandas_ Datareader function - from pandas_datareader import data or import pandas_datareader as web\n\nhttps://www.alphavantage.co/ - Free API for donwloading or monitoring stocks\n\nhttps://www.kaggle.com/camnugent/sandp500/data?select=individual_stocks_5yr - contains pre- downloaded Stocks values of different companies\n\nIndian companies data - https://www.quandl.com/\n\n### Detailed_visualisation_of_stocks\n![indepth-1](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/5541ee7a-1c7c-41f0-a41a-9f537fdbe96c)\n\n\n### TCS_Stock_Prediction\n![TCS-stockpredicion3](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/4cff3724-0ee2-4322-aeac-fd0661f6abda)\n\n\n## Useful resources\n\nSimple Stock preidictions and Visulaisation - dduemig/stanford-Project-Predicting-stock-prices-using-a-LSTM-Network\n\nPrediciting Opening and closing prices - SnehJain/Deep-Neural-Networks-For-Stock-Price-Prediction\n\nCombining Stock and Twitter Data(positive and negative comments) and Stock - viswa0531/StockMarketPredictionUsingML\n\n### Complex_Stock_Visualisation \n![COMPLEXStocksvisualisation](https://github.com/libraiger/lstmStockPricePredictor/assets/48214830/d2062201-ba5c-4f25-955e-992aec0fa367)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjwest951227%2FlstmStockPricePredictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjwest951227%2FlstmStockPricePredictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjwest951227%2FlstmStockPricePredictor/lists"}