{"id":19435592,"url":"https://github.com/aslandevbrat/document-ranking","last_synced_at":"2026-06-10T01:31:18.443Z","repository":{"id":116414388,"uuid":"321457058","full_name":"AslanDevbrat/Document-Ranking","owner":"AslanDevbrat","description":"It Contains the code for document ranking using AllenNLP","archived":false,"fork":false,"pushed_at":"2020-12-15T13:00:54.000Z","size":138,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-25T06:44:43.371Z","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/AslanDevbrat.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":"2020-12-14T19:53:49.000Z","updated_at":"2021-07-21T07:23:23.000Z","dependencies_parsed_at":"2023-07-19T11:15:47.383Z","dependency_job_id":null,"html_url":"https://github.com/AslanDevbrat/Document-Ranking","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AslanDevbrat/Document-Ranking","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AslanDevbrat%2FDocument-Ranking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AslanDevbrat%2FDocument-Ranking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AslanDevbrat%2FDocument-Ranking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AslanDevbrat%2FDocument-Ranking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AslanDevbrat","download_url":"https://codeload.github.com/AslanDevbrat/Document-Ranking/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AslanDevbrat%2FDocument-Ranking/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34133404,"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":"2026-06-09T02:00:06.510Z","response_time":63,"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":"2024-11-10T15:07:10.228Z","updated_at":"2026-06-10T01:31:18.414Z","avatar_url":"https://github.com/AslanDevbrat.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Document Ranking with AllenNLP\n## Note: \nIn this project I have used Configuration files for the training, that means you will not find a jupyter notebook for the training insted there is a .jsonnet file which conatin all this, like number of epoch, learning rate, optimizers, dropout ...., do check that [file](https://github.com/AslanDevbrat/Document-Ranking/blob/master/experiments/mimics.jsonnet)\n\nJust run \"Run-Me.ipynb\"\n## Usage\n\nFirst way (Recommended)\n\n- Create a new notebook in google Colab. Make sure you have selelcted the GPU as Hardware accelarator\n- Then clone my [Github Repository](https://github.com/AslanDevbrat/Document-Ranking.git) using this command `!git clone \"https://github.com/AslanDevbrat/Document-Ranking.git\"`\n- Now change the directory using `% cd Document-Ranking`\n- Now use following command to install library with correct compatible version \n\n  \n\n      !pip install allennlp==1.2.0\n      !pip install transformers==3.1.0\n\n### Data\n\nRun `python scripts/data_split.py \"https://github.com/microsoft/MIMICS/raw/master/data/MIMICS-ClickExplore.tsv\"` to automatically download the dataset to your `/tmp/` directory.\n\n### Training\n\nThen, install the remaining dependencies:\n\n```shell\npip install -r requirements.txt\n```\n\nThen:\n\n```shell\nallennlp train experiments/mimics.jsonnet -s /tmp/your_output_dir\n```\n\n## YOU don't have to worry much. Everything is written in the Run-Me.iypnb file, You just have to rull all cells in google colab.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faslandevbrat%2Fdocument-ranking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faslandevbrat%2Fdocument-ranking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faslandevbrat%2Fdocument-ranking/lists"}