{"id":24708054,"url":"https://github.com/pungrumpy/stocks-predict-py","last_synced_at":"2026-04-20T19:03:33.396Z","repository":{"id":164834302,"uuid":"640261399","full_name":"PunGrumpy/stocks-predict-py","owner":"PunGrumpy","description":"This project is a web-based application for predicting stock prices.","archived":false,"fork":false,"pushed_at":"2023-05-20T09:36:57.000Z","size":15,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-27T06:32:16.232Z","etag":null,"topics":["python","streamlit"],"latest_commit_sha":null,"homepage":"https://pungrumpy-stocks-predict.streamlit.app/","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/PunGrumpy.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":"2023-05-13T14:04:24.000Z","updated_at":"2023-05-13T14:19:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"32fa1c27-e21e-47e8-b418-5a9a7c8db173","html_url":"https://github.com/PunGrumpy/stocks-predict-py","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PunGrumpy%2Fstocks-predict-py","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PunGrumpy%2Fstocks-predict-py/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PunGrumpy%2Fstocks-predict-py/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PunGrumpy%2Fstocks-predict-py/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PunGrumpy","download_url":"https://codeload.github.com/PunGrumpy/stocks-predict-py/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244913330,"owners_count":20530817,"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":["python","streamlit"],"created_at":"2025-01-27T06:27:40.110Z","updated_at":"2025-10-13T12:10:27.722Z","avatar_url":"https://github.com/PunGrumpy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stock Price Prediction App 📈\n\nThis application predicts the closing price of a selected stock for the next trading day. It uses historical stock prices and a machine learning model to make its predictions.\n\nThe application is built using Python, Streamlit, scikit-learn, and yfinance (Yahoo Finance's market data downloader). The user interface allows you to select a stock from a pre-defined list and displays a chart of the historical closing prices as well as the predicted closing price for the next day.\n\n## Project Structure 📂\n\nThe project is structured as follows:\n\n`app.py`: The main Streamlit application.\\\n`src/`: Contains the source code for data preparation, feature engineering, model training, and model prediction.\\\n`models/`: Contains the trained machine learning model.\\\n`tests/`: Contains tests for the various components of the application.\n\n## How to Run the Application 🏃‍♂️\n\n1. Clone this repository.\n2. Install the required Python packages. You can do this by running `pip install -r requirements.txt`.\n3. Run the Streamlit application by executing `streamlit run app.py`.\n\n## Contributing 🤝\n\nContributions are welcome! Please feel free to submit a Pull Request.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpungrumpy%2Fstocks-predict-py","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpungrumpy%2Fstocks-predict-py","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpungrumpy%2Fstocks-predict-py/lists"}