{"id":31786283,"url":"https://github.com/cybersecurity-dev/awesome-word2vec","last_synced_at":"2025-10-10T12:51:10.646Z","repository":{"id":318562128,"uuid":"1071824514","full_name":"cybersecurity-dev/awesome-word2vec","owner":"cybersecurity-dev","description":"Awesome 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Awesome [Word2vec](https://en.wikipedia.org/wiki/Word2vec) [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://github.com/cybersecurity-dev/\"\u003e\u003cimg height=\"25\" src=\"https://github.com/cybersecurity-dev/cybersecurity-dev/blob/main/assets/github.svg\" alt=\"GitHub\"\u003e\u003c/a\u003e\n    \u0026nbsp;\n    \u003ca href=\"https://www.youtube.com/@CyberThreatDefence\"\u003e\u003cimg height=\"25\" src=\"https://github.com/cybersecurity-dev/cybersecurity-dev/blob/main/assets/youtube.svg\" alt=\"YouTube\"\u003e\u003c/a\u003e\n    \u0026nbsp;\n    \u003ca href=\"https://cyberthreatdefence.com/my_awesome_lists\"\u003e\u003cimg height=\"20\" src=\"https://github.com/cybersecurity-dev/cybersecurity-dev/blob/main/assets/blog.svg\" alt=\"My Awesome Lists\"\u003e\u003c/a\u003e\n    \u003cimg src=\"https://github.com/cybersecurity-dev/cybersecurity-dev/blob/main/assets/bar.gif\"\u003e\n\u003c/p\u003e\n\n---\n---\n\n## Continuous [bag-of-words](https://en.wikipedia.org/wiki/Bag-of-words_model) (CBOW)\n\n```mermaid\nflowchart LR\n subgraph Input[\"INPUT\"]\n        A1[\"w(t-2)\"]\n        A2[\"w(t-1)\"]\n        A3[\"w(t+1)\"]\n        A4[\"w(t+2)\"]\n  end\n subgraph Projection[\"PROJECTION\"]\n        SUM[\"SUM\"]\n  end\n subgraph Output[\"OUTPUT\"]\n        OUT[\"w(t)\"]\n  end\n    A1 --\u003e SUM\n    A2 --\u003e SUM\n    A3 --\u003e SUM\n    A4 --\u003e SUM\n    SUM --\u003e OUT\n\n    style Input color:#000000,fill:#FFF9C4\n    style Projection color:#000000,fill:#BBDEFB\n    style Output color:#000000,fill:#FFCDD2\n```\n\n---\n---\n\n## Skip-gram\n\n```mermaid\nflowchart LR\n subgraph INPUT[\"INPUT\"]\n        x_wt[\"w(t)\"]\n  end\n subgraph PROJECTION[\"PROJECTION\"]\n        x_proj[\"Projection\"]\n  end\n subgraph OUTPUT[\"OUTPUT\"]\n        x_wtm2[\"w(t-2)\"]\n        x_wtm1[\"w(t-1)\"]\n        x_wtp1[\"w(t+1)\"]\n        x_wtp2[\"w(t+2)\"]\n  end\n    x_wt --\u003e x_proj\n    x_proj --\u003e x_wtm2 \u0026 x_wtm1 \u0026 x_wtp1 \u0026 x_wtp2\n    classDef label fill:none,stroke:none,color:#666\n    style PROJECTION fill:#BBDEFB,color:#000000\n    style INPUT color:#000000,fill:#FFF9C4\n    style OUTPUT fill:#FFCDD2,color:#000000\n```\n\n\n\n\n##\n\n### My Other Awesome Lists\nYou can access the my other awesome lists [here](https://cyberthreatdefence.com/my_awesome_lists)\n\n### Contributing\n[Contributions of any kind welcome, just follow the guidelines](contributing.md)!\n\n### Contributors\n[Thanks goes to these contributors](https://github.com/cybersecurity-dev/awesome-word2vec/graphs/contributors)!\n\n[🔼 Back to top](#awesome-word2vec-)","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcybersecurity-dev%2Fawesome-word2vec","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcybersecurity-dev%2Fawesome-word2vec","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcybersecurity-dev%2Fawesome-word2vec/lists"}