{"id":23599905,"url":"https://github.com/jebin1999/algotrading-","last_synced_at":"2025-11-05T03:30:30.535Z","repository":{"id":225211003,"uuid":"765365548","full_name":"Jebin1999/AlgoTrading-","owner":"Jebin1999","description":"Stock Price Prediction using LSTM","archived":false,"fork":false,"pushed_at":"2024-09-22T11:21:14.000Z","size":6,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-27T11:35:37.168Z","etag":null,"topics":["algorithm","algorithmic-trading","automation","finance","hft-trading","quantitative-finance","trading-algorithms"],"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/Jebin1999.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":"2024-02-29T19:26:43.000Z","updated_at":"2024-11-18T15:07:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"f55ceb1f-3895-4295-b8ec-967f0e101e9c","html_url":"https://github.com/Jebin1999/AlgoTrading-","commit_stats":null,"previous_names":["jebin1999/algotrading-"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jebin1999%2FAlgoTrading-","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jebin1999%2FAlgoTrading-/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jebin1999%2FAlgoTrading-/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jebin1999%2FAlgoTrading-/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Jebin1999","download_url":"https://codeload.github.com/Jebin1999/AlgoTrading-/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239449552,"owners_count":19640532,"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":["algorithm","algorithmic-trading","automation","finance","hft-trading","quantitative-finance","trading-algorithms"],"created_at":"2024-12-27T11:34:55.542Z","updated_at":"2025-11-05T03:30:30.084Z","avatar_url":"https://github.com/Jebin1999.png","language":"Python","readme":"# Stock Price Prediction Using LSTM\n\nThis repository contains a Python script that uses a Long Short-Term Memory (LSTM) neural network to predict stock prices. The model is trained on historical stock data fetched from Yahoo Finance using the `yfinance` library.\n\n## Features\n\n- Fetches stock data from Yahoo Finance.\n- Preprocesses the stock data using MinMax scaling.\n- Builds and trains an LSTM model to predict future stock prices.\n- Visualizes the actual vs predicted stock prices.\n- Displays the actual and predicted prices for each date.\n\n## Requirements\n\nTo run the script, you will need the following Python packages:\n\n- `numpy`\n- `pandas`\n- `yfinance`\n- `matplotlib`\n- `scikit-learn`\n- `tensorflow`\n\nYou can install the required packages by running:\n\n```bash\npip install numpy pandas yfinance matplotlib scikit-learn tensorflow\n\n\n\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjebin1999%2Falgotrading-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjebin1999%2Falgotrading-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjebin1999%2Falgotrading-/lists"}