{"id":19866546,"url":"https://github.com/anyoptimization/pysampling","last_synced_at":"2025-05-02T06:30:35.561Z","repository":{"id":93161820,"uuid":"169136607","full_name":"anyoptimization/pysampling","owner":"anyoptimization","description":"Sampling: Random, LHS, Sobol, Halton","archived":false,"fork":false,"pushed_at":"2021-09-15T13:53:03.000Z","size":608,"stargazers_count":11,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-06T23:13:05.981Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://www.egr.msu.edu/coinlab/blankjul/pysampling/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/anyoptimization.png","metadata":{"files":{"readme":"README.rst","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":"2019-02-04T19:36:26.000Z","updated_at":"2024-11-19T02:52:47.000Z","dependencies_parsed_at":"2023-05-04T15:01:18.818Z","dependency_job_id":null,"html_url":"https://github.com/anyoptimization/pysampling","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anyoptimization%2Fpysampling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anyoptimization%2Fpysampling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anyoptimization%2Fpysampling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anyoptimization%2Fpysampling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anyoptimization","download_url":"https://codeload.github.com/anyoptimization/pysampling/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251998035,"owners_count":21677913,"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":[],"created_at":"2024-11-12T15:26:12.568Z","updated_at":"2025-05-02T06:30:35.554Z","avatar_url":"https://github.com/anyoptimization.png","language":"Python","readme":"pysampling\n====================================================================\n\nYou can find the detailed documentation here: https://anyoptimization.com/projects/pysampling\n\n\n|python| |license|\n\n\n\n.. |python| image:: https://img.shields.io/badge/python-3.6-blue.svg\n   :alt: python 3.6\n\n.. |license| image:: https://img.shields.io/badge/license-apache-orange.svg\n   :alt: license apache\n   :target: https://www.apache.org/licenses/LICENSE-2.0\n\n\n\nInstallation\n============\n\nThe framework is available at the PyPi Repository:\n\n.. code-block:: bash\n\n    pip install -U pysampling\n\n\nUsage\n=====\n\nThe method to be used for sampling using different algorithm must be\nimport from pysampling.sample. Here, we use Latin Hypercube Sampling to\ngenerate 50 points in 2 dimensions.\n\n.. code:: python\n\n    import matplotlib.pyplot as plt\n    from pysampling.sample import sample\n\n    X = sample(\"lhs\", 50, 2)\n\n    plt.scatter(X[:, 0], X[:, 1], s=30, facecolors='none', edgecolors='r')\n    plt.show()\n\n\n\nContact\n=======\n\n\nFeel free to contact me if you have any question:\n\n::\n\n    Julian Blank (blankjul [at] egr.msu.edu)\n    Michigan State University\n    Computational Optimization and Innovation Laboratory (COIN)\n    East Lansing, MI 48824, USA\n\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanyoptimization%2Fpysampling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanyoptimization%2Fpysampling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanyoptimization%2Fpysampling/lists"}