{"id":15365897,"url":"https://github.com/ivanprodaiko94/ucu-machine-learning-course-final-project","last_synced_at":"2025-04-09T19:54:39.330Z","repository":{"id":111714160,"uuid":"183292122","full_name":"IvanProdaiko94/UCU-machine-learning-course-final-project","owner":"IvanProdaiko94","description":null,"archived":false,"fork":false,"pushed_at":"2019-07-13T14:06:28.000Z","size":599,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-09T19:54:36.309Z","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/IvanProdaiko94.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":"2019-04-24T19:16:14.000Z","updated_at":"2019-07-13T14:06:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"b8ff144a-200b-444f-9996-61a6de2b0047","html_url":"https://github.com/IvanProdaiko94/UCU-machine-learning-course-final-project","commit_stats":{"total_commits":4,"total_committers":2,"mean_commits":2.0,"dds":0.25,"last_synced_commit":"a83a0b1699bd30a9f1a9aa84d29bd315c3d2dfc1"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IvanProdaiko94%2FUCU-machine-learning-course-final-project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IvanProdaiko94%2FUCU-machine-learning-course-final-project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IvanProdaiko94%2FUCU-machine-learning-course-final-project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IvanProdaiko94%2FUCU-machine-learning-course-final-project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IvanProdaiko94","download_url":"https://codeload.github.com/IvanProdaiko94/UCU-machine-learning-course-final-project/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248103913,"owners_count":21048245,"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":"2024-10-01T13:16:37.738Z","updated_at":"2025-04-09T19:54:39.285Z","avatar_url":"https://github.com/IvanProdaiko94.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Toxic comment classification\r\n\r\nCollaborations:\r\n- Anton Bilchuk\r\n- Ivan Prodaiko\r\n\r\n# Run\r\n```\r\nATTENTION: for running CUDA supported device is required!\r\n```\r\nTo run this project you need test, train data and also pretrained embedding matrix. For this we recomend downlaod all needed data byt link https://drive.google.com/drive/folders/1QRKXty1zHTFeZIZIupbl43_ef36SiHtI?usp=sharing\r\n\r\n# Test model\r\n\r\nFor testing mdoel you can either run all train step and use this model or by link above use pretrained weights like in `test_model.ipynb` file.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fivanprodaiko94%2Fucu-machine-learning-course-final-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fivanprodaiko94%2Fucu-machine-learning-course-final-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fivanprodaiko94%2Fucu-machine-learning-course-final-project/lists"}