{"id":19043250,"url":"https://github.com/zeionara/relentness","last_synced_at":"2026-06-15T01:36:56.635Z","repository":{"id":45031435,"uuid":"416485520","full_name":"zeionara/relentness","owner":"zeionara","description":"Knowledge graph models manipulator which allows to perform various evaluations of provided embedders","archived":false,"fork":false,"pushed_at":"2023-02-22T22:19:59.000Z","size":547,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-21T23:15:53.557Z","etag":null,"topics":["cross-validation","graph-embeddings","graph-embeddings-evaluation","openke","rotate","swift","transe","wikidata"],"latest_commit_sha":null,"homepage":"","language":"Swift","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/zeionara.png","metadata":{"files":{"readme":"README.md","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":"2021-10-12T20:20:12.000Z","updated_at":"2021-12-08T21:20:26.000Z","dependencies_parsed_at":"2024-11-08T22:40:51.711Z","dependency_job_id":null,"html_url":"https://github.com/zeionara/relentness","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/zeionara/relentness","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeionara%2Frelentness","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeionara%2Frelentness/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeionara%2Frelentness/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeionara%2Frelentness/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zeionara","download_url":"https://codeload.github.com/zeionara/relentness/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeionara%2Frelentness/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34344440,"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":"2026-06-14T02:00:07.365Z","response_time":62,"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":["cross-validation","graph-embeddings","graph-embeddings-evaluation","openke","rotate","swift","transe","wikidata"],"created_at":"2024-11-08T22:40:45.360Z","updated_at":"2026-06-15T01:36:56.613Z","avatar_url":"https://github.com/zeionara.png","language":"Swift","funding_links":[],"categories":[],"sub_categories":[],"readme":"# relentness\n\n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"Assets/Images/logo.png\"/\u003e\n\u003c/p\u003e\n\nKnowledge graph models manipulator which allows to perform various evaluations of provided embedders. Currently there is only an incomplete support for fetching **wikidata** triples and saving them in the format acceptable for the OpenKE toolkit (see examples of the generated datasets in the folder `Assets/Demo`).\n\n# Setup\n\nFor being able to run python-based code you need to create a new environment and install the project dependencies:\n\n```sh\nconda env create --file environment.yml\n```\n\n# Usage\n\nCurrently on hyperparameter search in supported, which can be initiated using the following command which configures 2 concurrent workers to process cross-validation splits for a given dataset and `Assets/Log/default.txt` as a log destination file path:\n\n```sh\nswift run relentness hsearch -e grapex-latest 17 19 -n 2 -l default\n```\n\nTo generate a sample from wikidata using default params, execute the following command:\n\n```sh\nswift build \u0026\u0026 ./.build/debug/relentness Assets/Demo\n```\n\nThe generated files will be saved in the directory `Assets/Demo`. To list all available option for the `sample` subcommand, please, use the following call:\n\n```sh\n./.build/debug/relentness sample --help\n```\n\nTo test a model on a given dataset with transe model:\n\n```sh\npython -m relentness test ./Assets/Corpora/Demo/0000 -m transe\n```\n\nAside from `transe` there is a `complex` model supported as well at the moment which requires a similar call.\n\n# Integrations\n\n## Google sheets\n\nThe applications allows to export results of models comparison into google spreadsheet with nice formatting which automatically highlights all the main points.\n\n## Telegram API\n\nIt is possible to interact with the application via telegram bot. Upon startup you are able to provide any access token and fine-tune the app to send a wide range of notifications, the most interesting of which is the message that informs you about the need of updating OAuth2 access token to a third-party service. On the screen below an example of a short chat with telegram bot is provided.\n\n![embeddabot chat screenshot example](images/embeddabot-screenshot.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzeionara%2Frelentness","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzeionara%2Frelentness","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzeionara%2Frelentness/lists"}