{"id":20771933,"url":"https://github.com/suous/cs224n","last_synced_at":"2025-06-28T06:38:35.754Z","repository":{"id":191357217,"uuid":"673158709","full_name":"suous/cs224n","owner":"suous","description":"CS224N: Natural Language Processing with Deep Learning, Stanford / Winter 2023","archived":false,"fork":false,"pushed_at":"2023-08-29T06:54:29.000Z","size":7157,"stargazers_count":4,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-09T14:32:24.644Z","etag":null,"topics":["cs224n","cs224n-assignment-solutions","nlp"],"latest_commit_sha":null,"homepage":"","language":"Python","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/suous.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}},"created_at":"2023-08-01T02:23:44.000Z","updated_at":"2024-09-15T05:47:36.000Z","dependencies_parsed_at":"2023-08-29T13:59:08.023Z","dependency_job_id":null,"html_url":"https://github.com/suous/cs224n","commit_stats":null,"previous_names":["suous/cs224n"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/suous/cs224n","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suous%2Fcs224n","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suous%2Fcs224n/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suous%2Fcs224n/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suous%2Fcs224n/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/suous","download_url":"https://codeload.github.com/suous/cs224n/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suous%2Fcs224n/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262388745,"owners_count":23303322,"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":["cs224n","cs224n-assignment-solutions","nlp"],"created_at":"2024-11-17T12:18:08.021Z","updated_at":"2025-06-28T06:38:35.689Z","avatar_url":"https://github.com/suous.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\u003ca href=\"https://web.stanford.edu/class/cs224n/\"\u003eCS224N - Natural Language Processing with Deep Learning\u003c/a\u003e\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\u003cb\u003eStanford - Winter 2023\u003c/b\u003e\u003c/p\u003e\n\n## Assignments\n\n- [Assignment 1 (6%): Introduction to word vectors](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1)\n  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1/code)\n  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1/additional-notes)\n- [Assignment 2 (12%): Derivatives and implementation of word2vec algorithm](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2)\n  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/code)\n  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/handout)\n  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/additional-notes)\n- [Assignment 3 (12%): Dependency parsing and neural network foundations](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3)\n  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/code)\n  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/handout)\n  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/additional-notes)\n- [Assignment 4 (12%): Neural Machine Translation with sequence-to-sequence, attention, and subwords](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4)\n  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/code)\n  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/handout)\n  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/additional-notes)\n- [Assignment 5 (12%): Self-supervised learning and fine-tuning with Transformers](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5)\n  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5/code)\n  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5/handout)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuous%2Fcs224n","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsuous%2Fcs224n","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuous%2Fcs224n/lists"}