{"id":19374824,"url":"https://github.com/malwarebo/nimbus","last_synced_at":"2025-02-24T15:26:55.188Z","repository":{"id":191144360,"uuid":"615955635","full_name":"malwarebo/nimbus","owner":"malwarebo","description":"Weather forecasting model using Tensorflow","archived":false,"fork":false,"pushed_at":"2024-07-16T15:38:03.000Z","size":25,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-07T03:13:04.490Z","etag":null,"topics":["cpp","deep-learning","machine-learning","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"C++","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/malwarebo.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":"2023-03-19T07:14:09.000Z","updated_at":"2024-11-13T04:13:46.000Z","dependencies_parsed_at":"2023-08-28T10:51:59.244Z","dependency_job_id":"6eaa6268-b4b9-4c5d-b3b5-99d8fd207edb","html_url":"https://github.com/malwarebo/nimbus","commit_stats":null,"previous_names":["malwarebo/nimbus","kbww/nimbus"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fnimbus","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fnimbus/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fnimbus/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fnimbus/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/malwarebo","download_url":"https://codeload.github.com/malwarebo/nimbus/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240502460,"owners_count":19811806,"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":["cpp","deep-learning","machine-learning","tensorflow"],"created_at":"2024-11-10T08:36:13.233Z","updated_at":"2025-02-24T15:26:55.166Z","avatar_url":"https://github.com/malwarebo.png","language":"C++","readme":"# Nimbus - Weather Forecasting with TensorFlow and C++\n\nNimbus is a weather forecasting application that uses machine learning to predict weather for a given location. It is built using TensorFlow and C++.\n\n## Requirements\n\n    macOS or Linux\n    CMake 3.5 or later\n    TensorFlow 2.6 or later\n    C++11 or later\n\n## Setup\n\n### To set up the project on your system, follow these steps:\n\nInstall TensorFlow on your system by following the instructions in the official documentation.\n\n1. Clone the repository:\n\n```bash\ngit clone https://github.com/malwarebo/nimbus.git\ncd nimbus\n```\n\n2. Create a build directory and configure\n\n```bash\nmkdir build\ncd build\ncmake ..\n```\n\n3. To build the project, run the following command from the build directory:\n\n```bash\nmake\n```\n\n## Usage\n```bash\n./nimbus \u003cpath_to_data_file\u003e\n```\nReplace \u003cpath_to_data_file\u003e with the path to a CSV file containing weather data for a specific location. The file should have the following format:\n```csv\nDate,Temperature (C),Humidity (%),Wind Speed (km/h),Pressure (hPa),Weather\n2018-01-01,2.2,93,7,1022,Rain\n2018-01-02,1.7,94,8,1021,Rain\n2018-01-03,1.5,95,9,1020,Rain\n...\n```\nThe application will use the data in this file to train a machine learning model, and then use the model to make predictions for future dates.\n\n## Contributing\n\nContributions to the project are welcome. \n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalwarebo%2Fnimbus","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmalwarebo%2Fnimbus","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalwarebo%2Fnimbus/lists"}