{"id":16272278,"url":"https://github.com/perinim/multilateration","last_synced_at":"2025-04-08T15:46:31.425Z","repository":{"id":169098748,"uuid":"542026037","full_name":"PeriniM/Multilateration","owner":"PeriniM","description":"Multilateration of points in 2D / 3D space. Comparing traditional nonlinear solving techniques with ML multi-output regression models. ","archived":false,"fork":false,"pushed_at":"2022-12-10T15:16:13.000Z","size":640,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-14T12:18:05.906Z","etag":null,"topics":["fsolve","machine-learning","multilateration","nonlinear","regression","trilateration"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PeriniM.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2022-09-27T10:23:43.000Z","updated_at":"2022-09-28T14:09:38.000Z","dependencies_parsed_at":null,"dependency_job_id":"d76babf8-6037-4997-afff-83c9b03960ba","html_url":"https://github.com/PeriniM/Multilateration","commit_stats":null,"previous_names":["perinim/multilateration"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FMultilateration","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FMultilateration/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FMultilateration/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FMultilateration/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PeriniM","download_url":"https://codeload.github.com/PeriniM/Multilateration/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247874529,"owners_count":21010686,"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":["fsolve","machine-learning","multilateration","nonlinear","regression","trilateration"],"created_at":"2024-10-10T18:17:08.137Z","updated_at":"2025-04-08T15:46:26.417Z","avatar_url":"https://github.com/PeriniM.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multilateration\n\nThis repository contains a Python script that uses the multilateration method to find the position of a point in a plane. The multilateration method uses the distances between the point and 4 other points to calculate the position of the point.\n\n## Getting Started\n\nThese instructions will get you a copy of the script up and running on your local machine for testing and development purposes.\n\n### Prerequisites\n\nTo use the script, you will need to have Python 3 and the `scipy` module installed on your system.\n\nTo check if you have Python 3 installed, run the following command in your terminal:\n\n`python3 --version`\n\nIf Python 3 is not installed, you can install it by following the instructions on the [Python website](https://www.python.org/downloads/).\n\nTo install the `scipy` module, run the following command:\n\n`pip install scipy`\n\n### Running the script\n\nOnce you have the dependencies installed, you can run the script by using the following command:\n\n`python multilateration.py`\n\nThe script will generate random positions for the 4 points and then use the `scipy.optimize` module to find the position of the point. The actual and predicted positions of the points will be plotted to visualize the accuracy of the prediction.\n\n## Modifying the script\n\nIf you want to modify the script or use it as part of another project, you can do so by cloning this repository using the following command:\n\n`git clone https://github.com/PeriniM/Multilateration.git`\n\n## Contributing\n\nIf you have any questions or suggestions, feel free to open an issue in the repository or contact the maintainers directly. We welcome all contributions and feedback!\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE.md file for details.\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fperinim%2Fmultilateration","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fperinim%2Fmultilateration","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fperinim%2Fmultilateration/lists"}