{"id":26064567,"url":"https://github.com/WPI-SurfMet-Lab/Multiscale-Statistical-Analysis","last_synced_at":"2025-03-08T18:41:29.168Z","repository":{"id":40958636,"uuid":"268580389","full_name":"WPI-SurfMet-Lab/Multiscale-Statistical-Analysis","owner":"WPI-SurfMet-Lab","description":"Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.","archived":false,"fork":false,"pushed_at":"2023-07-06T22:11:39.000Z","size":1168,"stargazers_count":2,"open_issues_count":36,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-02-09T04:04:44.298Z","etag":null,"topics":["matplotlib","multiscale-analysis","numpy","python","scipy","win","wpi","wxpython"],"latest_commit_sha":null,"homepage":"https://www.surfacemetrology.org/","language":"Python","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/WPI-SurfMet-Lab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":".github/SECURITY.md","support":null,"governance":null}},"created_at":"2020-06-01T16:55:11.000Z","updated_at":"2024-09-19T09:22:12.000Z","dependencies_parsed_at":"2022-08-27T20:03:09.611Z","dependency_job_id":"152a51c1-4e5c-4133-bac7-0320d3dc18dd","html_url":"https://github.com/WPI-SurfMet-Lab/Multiscale-Statistical-Analysis","commit_stats":null,"previous_names":["matthewspofford/multiscale-statistical-analysis"],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WPI-SurfMet-Lab","download_url":"https://codeload.github.com/WPI-SurfMet-Lab/Multiscale-Statistical-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242595889,"owners_count":20155373,"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":["matplotlib","multiscale-analysis","numpy","python","scipy","win","wpi","wxpython"],"created_at":"2025-03-08T18:41:26.121Z","updated_at":"2025-03-08T18:41:29.161Z","avatar_url":"https://github.com/WPI-SurfMet-Lab.png","language":"Python","readme":"[![PyPI version shields.io](https://img.shields.io/pypi/v/multiscale-statistical-analysis.svg)](https://pypi.org/project/multiscale-statistical-analysis/)\n[![PyPI license](https://img.shields.io/pypi/l/multiscale-statistical-analysis.svg)](https://pypi.org/project/multiscale-statistical-analysis/)\n# Multiscale-Statistical-Analysis\n## About\nThis is a standalone multiscale analysis software developed by [Nathaniel Rutkowski](https://github.com/nrutkowski1).\nIt uses length-scale, area-scale, or area-complexity data exported from MountainsMap®, developed by [Digital Surf](https://www.digitalsurf.com/).\nThe application can then be used to run multiscale regression or discrimination on the exported surface data using F-tests, T-Tests, or ANOVA analysis.\n## Documentation\nA list of dependencies will need to be installed in order to use the application (all of these can be installed using [pip](https://pypi.org/project/pip/)). These can be found [here](https://github.com/MatthewSpofford/Multiscale-Statistical-Analysis/blob/master/requirements.txt), and installed using this command: `pip install -r requirements.txt`. In order to then run the tool, use `python main.py`.\n\nMore information on how to use the application can be found [here](https://github.com/MatthewSpofford/Multiscale-Statistical-Analysis/blob/master/Multiscale%20Statistical%20Analysis%20Manual.pdf).\n## Similar Projects\nA similar standalone application is currently being developed for multiscale analysis using curvature. The app can be found [here](https://github.com/MatthewSpofford/Multiscale-Curvature-Analysis).\n\nIn order to integrate directly with the MountainsMap® software, a similar addon application was also being worked on. However, this project has been abandoned as a result of limitations with MountainsMap®. The project can be found [here](https://github.com/MatthewSpofford/Mountains-Statistical-Addons).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FWPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FWPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FWPI-SurfMet-Lab%2FMultiscale-Statistical-Analysis/lists"}