{"id":15035405,"url":"https://github.com/amusi/deep-learning-interview-book","last_synced_at":"2026-02-01T22:31:57.719Z","repository":{"id":37675950,"uuid":"193527925","full_name":"amusi/Deep-Learning-Interview-Book","owner":"amusi","description":"深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）","archived":false,"fork":false,"pushed_at":"2024-04-24T12:09:45.000Z","size":3860,"stargazers_count":8210,"open_issues_count":10,"forks_count":1355,"subscribers_count":178,"default_branch":"master","last_synced_at":"2025-05-07T20:34:02.979Z","etag":null,"topics":["computer-vision","deep-learning","interview","machine-learning","natural-language-processing","recommendation-system","slam"],"latest_commit_sha":null,"homepage":"","language":null,"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/amusi.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":"2019-06-24T15:06:11.000Z","updated_at":"2025-05-07T18:37:11.000Z","dependencies_parsed_at":"2024-04-24T13:44:23.972Z","dependency_job_id":null,"html_url":"https://github.com/amusi/Deep-Learning-Interview-Book","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/amusi/Deep-Learning-Interview-Book","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amusi%2FDeep-Learning-Interview-Book","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amusi%2FDeep-Learning-Interview-Book/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amusi%2FDeep-Learning-Interview-Book/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amusi%2FDeep-Learning-Interview-Book/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/amusi","download_url":"https://codeload.github.com/amusi/Deep-Learning-Interview-Book/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amusi%2FDeep-Learning-Interview-Book/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262035180,"owners_count":23248357,"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":["computer-vision","deep-learning","interview","machine-learning","natural-language-processing","recommendation-system","slam"],"created_at":"2024-09-24T20:28:35.763Z","updated_at":"2026-02-01T22:31:57.712Z","avatar_url":"https://github.com/amusi.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# 深度学习面试宝典\n\n**Deep Learning Interview Book**\n\n- :star: [求职攻略](https://github.com/amusi/AI-Job-Notes)\n- :smiley: [自我介绍](docs/自我介绍.md)\n- :1234: [数学](docs/数学.md)\n- :mortar_board: [机器学习](docs/机器学习.md)\n- :closed_book: [深度学习](docs/深度学习.md)\n- :green_book: [强化学习](docs/强化学习.md)\n- :eyes: [计算机视觉](docs/计算机视觉.md)\n- :camera: [传统图像处理](docs/传统图像处理.md)\n- :mahjong: [自然语言处理](docs/自然语言处理.md)\n- :surfer: [SLAM](docs/SLAM.md)\n- :busts_in_silhouette: [推荐算法](docs/推荐算法.md)\n- :bar_chart: [数据结构与算法](docs/数据结构与算法.md)\n- :snake: [编程语言：C/C++/Python](docs/编程语言.md)\n- :fireworks: [深度学习框架](docs/深度学习框架.md)\n- :pencil2: [面试经验](docs/面试经验.md)\n- :bulb: [面试技巧](docs/面试技巧.md)\n- :mega: [其它（计算机网络/Linux等）](docs/其它.md)\n- [2024年AI算法岗和开发岗求职群](https://mp.weixin.qq.com/s/sK_oSU1PmbUJ5ZGeMmY27A)\n\n# 加入2024年AI算法岗和开发岗求职群方式\n\n**价格：原价199元，限时立减50！特惠仅149元！（每天仅4毛钱）**\n\n**时长：一年（从你加入的时刻算起）**\n\n**加入方式：微信扫描下方二维码，即可加入AI算法岗和开发岗求职群（知识星球）**\n\n\u003e 建议：进群后，推荐下载知识星球APP使用，同时也可使用小程序或者知识星球公众号进行使用，可以发帖/提问/交流/回答，并可以快速访问群里的资源。\n\n![](docs/imgs/2024年AI求职群优惠券二维码.png)\n\n![](docs/imgs/DLIB-Mindmap.png)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famusi%2Fdeep-learning-interview-book","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famusi%2Fdeep-learning-interview-book","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famusi%2Fdeep-learning-interview-book/lists"}