{"id":19287829,"url":"https://github.com/deeppavlov/stand_ranking_en","last_synced_at":"2026-06-18T15:32:04.685Z","repository":{"id":83451129,"uuid":"126017742","full_name":"deeppavlov/stand_ranking_en","owner":"deeppavlov","description":null,"archived":false,"fork":false,"pushed_at":"2018-05-10T12:24:23.000Z","size":9,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-11-16T15:06:00.583Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Shell","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/deeppavlov.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":"2018-03-20T12:58:35.000Z","updated_at":"2022-09-13T15:43:25.000Z","dependencies_parsed_at":"2023-10-15T17:02:52.054Z","dependency_job_id":null,"html_url":"https://github.com/deeppavlov/stand_ranking_en","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/deeppavlov/stand_ranking_en","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fstand_ranking_en","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fstand_ranking_en/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fstand_ranking_en/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fstand_ranking_en/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deeppavlov","download_url":"https://codeload.github.com/deeppavlov/stand_ranking_en/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deeppavlov%2Fstand_ranking_en/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34497230,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-18T02:00:06.871Z","response_time":128,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-09T22:07:20.789Z","updated_at":"2026-06-18T15:32:04.645Z","avatar_url":"https://github.com/deeppavlov.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Demo stand. Model: Ranking (English)\n\n## Installation and start\n1. Clone the repo and `cd` to project root:\n    ```\n    git clone https://github.com/deepmipt/stand_ranking_en.git\n    cd stand_ranking_en\n    ```\n2. Create a virtual environment with `Python 3.6`:\n    ```\n    virtualenv env -p python3.6\n    ```\n3. Activate the environment:\n    ```\n    source ./env/bin/activate\n    ```\n4. Install DeepPavlov:\n    1. Clone the repo and `cd` to project root\n        ```\n        git clone https://github.com/deepmipt/DeepPavlov.git\n        cd DeepPavlov\n        ```\n    2. Install the requirements:\n        ```\n        python setup.py develop\n        ```\n    3. Install `spacy` dependencies:\n        ```\n        pip install http://lnsigo.mipt.ru/export/en_core_web_sm-2.0.0.tar.gz\n        python3.6 -m spacy link en_core_web_sm en --force\n        ```\n    4. Download model components:\n        ```\n        python3.6 -m deeppavlov.deep download deeppavlov/configs/ranking/insurance_config.json\n        ```\n    5. Download NLTK data:\n    ```\n    $ python3\n    \u003e\u003e\u003e import nltk\n    \u003e\u003e\u003e nltk.download('punkt')\n    \u003e\u003e\u003e exit()\n    ```\n5. Specify model endpoint host (`host`) and port (`port`) in `common_defaults` or corresponding model section of `utils/server_utils/server_config.json`\n6. Return to the `stand_ranking_en` dir\n7. Specify virtual environment path (if necessary) in `run_en_ranking.sh`\n8. Run model:\n    ```\n    ./run_en_ranking.sh\n    ```\n\n## Building and running with Docker:\n1. If necessary, build base docker_cuda and docker_deeppavlov images from:\n\n   https://github.com/deepmipt/stand_docker_base\n  \n2. Clone the repo and `cd` to project root:\n    ```\n    git clone https://github.com/deepmipt/stand_ranking_en.git\n    cd stand_ranking_en\n    ```\n3. Build Docker image:\n   ```\n   sudo docker build -t stand/ranking_en .\n   ```\n4. Run Docker image:\n   ```\n   sudo docker run -p \u003chost_port\u003e:6009 -v /path/to/host/vol/map/dir:/logs stand/ranking_en\n   ```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeppavlov%2Fstand_ranking_en","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeeppavlov%2Fstand_ranking_en","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeppavlov%2Fstand_ranking_en/lists"}