{"id":15322066,"url":"https://github.com/meteran/reduction","last_synced_at":"2025-07-19T04:05:32.564Z","repository":{"id":98007297,"uuid":"73424351","full_name":"meteran/reduction","owner":"meteran","description":null,"archived":false,"fork":false,"pushed_at":"2016-11-14T20:40:26.000Z","size":2770,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-07T05:35:13.692Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/meteran.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":"2016-11-10T22:00:30.000Z","updated_at":"2016-11-11T13:01:40.000Z","dependencies_parsed_at":"2023-05-22T22:58:26.345Z","dependency_job_id":null,"html_url":"https://github.com/meteran/reduction","commit_stats":{"total_commits":25,"total_committers":1,"mean_commits":25.0,"dds":0.0,"last_synced_commit":"974233f5e84dfd718a659ce5feb03e9097f2125e"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/meteran/reduction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meteran%2Freduction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meteran%2Freduction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meteran%2Freduction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meteran%2Freduction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/meteran","download_url":"https://codeload.github.com/meteran/reduction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/meteran%2Freduction/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265887630,"owners_count":23844436,"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":"2024-10-01T09:14:02.572Z","updated_at":"2025-07-19T04:05:32.543Z","avatar_url":"https://github.com/meteran.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dimensionality Reduction\n\n## Creating environment\n  * With _docker_:\n    1. `docker pull continuumio/anaconda3` or if you have not enough disk space `docker pull continuumio/miniconda3`\n    1. `docker run --rm -i -t -p 8888:8888 continuumio/anaconda3 /bin/bash` or `docker run --rm -i -t -p 8888:8888 continuumio/miniconda3 /bin/bash` \n    1. Go to `Running` step\n\n  * With _virtualenv_:\n    1. `python3 -m venv --system-site-packages .bigdata_venv` or if you are using python2 `python -m virtualenv --system-site-packages .bigdata_venv` \n    1. `source .bigdata_venv/bin/activate` or on _Windows_ `.bigdata_venv\\Scripts\\activate.bat`\n    1. Go to `Running` step\n    \n    Note: When you finished don't forget `deactivate` command or on _Windows_ `.bigdata_venv\\Scripts\\deactivate.bat`\n\n## Running\n  1. `git clone https://github.com/meteran/reduction.git big_data_dr`\n  1. `cd big_data_dr`\n  1. `python -m pip install -r requirements.txt` (Note: if it does not work, you should find compiled versions of the libraries from `requirements.txt`)\n  1. `jupyter notebook` (If you run it on docker, add `--ip=0.0.0.0` option to `jupyter`)\n  1. You will see something like this: `[I 14:25:41.032 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).`.\n  1. Now you should be redirected to web browser with _jupyter notebook_ opened. If it does not go to `http://localhost:8888`.\n  1. Open `notebooks` directory and choose `Dimensionality Reduction.ipynb` notebook.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeteran%2Freduction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmeteran%2Freduction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeteran%2Freduction/lists"}