{"id":17223980,"url":"https://github.com/adeelh/machine_translation","last_synced_at":"2025-03-25T16:25:10.945Z","repository":{"id":81355549,"uuid":"178482108","full_name":"AdeelH/machine_translation","owner":"AdeelH","description":"German-to-English machine translation using a Transformer and pre-trained GloVE embeddings. (Class project, Deep Learning for NLP, CS690D, Spring 2019)","archived":false,"fork":false,"pushed_at":"2019-06-14T19:48:33.000Z","size":24,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-30T14:35:04.281Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/AdeelH.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":"2019-03-29T22:16:11.000Z","updated_at":"2019-06-14T19:48:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"cc1763f5-97e7-4f9a-8675-b6ae8627de79","html_url":"https://github.com/AdeelH/machine_translation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdeelH%2Fmachine_translation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdeelH%2Fmachine_translation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdeelH%2Fmachine_translation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdeelH%2Fmachine_translation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AdeelH","download_url":"https://codeload.github.com/AdeelH/machine_translation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245498109,"owners_count":20625123,"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":"2024-10-15T04:09:44.220Z","updated_at":"2025-03-25T16:25:10.938Z","avatar_url":"https://github.com/AdeelH.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"German-to-English machine translation using a Transformer and pre-trained GloVE embeddings. (Class project, Deep Learning for NLP, CS690D, Spring 2019)\n\nThe Transformer is implemented from scratch in PyTorch. Due to computational limitations, only 4 layers of encoders and decoders are used. Pre-trained GloVE embeddings are used for both English and German. The model achieves a BLEU score of 21.6.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadeelh%2Fmachine_translation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadeelh%2Fmachine_translation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadeelh%2Fmachine_translation/lists"}