{
  "id": "50",
  "name": "6.7960 — Deep Learning",
  "org": "MIT",
  "priority": "P1",
  "license_note": "handout 双格式公开，是优质任务描述型语料；建议抓 OCW 2024 版",
  "seeds": [
    "https://deeplearning6-7960.github.io/",
    "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/resources/lecture-videos/"
  ],
  "pages": [
    {
      "url": "https://deeplearning6-7960.github.io/",
      "title": "6.7960 Deep Learning, Fall 2026",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/001.md",
      "chars": 14826
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/resources/lecture-videos/",
      "title": "Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/002.md",
      "chars": 16802
    },
    {
      "url": "https://deeplearning6-7960.github.io/materials/demos/approximation/index.html",
      "title": "Overview — 6.7960",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/003.md",
      "chars": 1719
    },
    {
      "url": "https://deeplearning6-7960.github.io/#schedule",
      "title": "6.7960 Deep Learning, Fall 2026",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/004.md",
      "chars": 14835
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/pages/syllabus/",
      "title": "Syllabus | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/005.md",
      "chars": 11176
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/pages/readings/",
      "title": "Readings | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/006.md",
      "chars": 19391
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/lists/lecture-notes/",
      "title": "Lecture Notes | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/007.md",
      "chars": 16231
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/video_galleries/lecture-videos/",
      "title": "Lecture Videos | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/008.md",
      "chars": 13430
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/pages/final-project/",
      "title": "Final Project | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/009.md",
      "chars": 15900
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/pages/project-ideas/",
      "title": "Project Ideas | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/010.md",
      "chars": 27423
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/pages/final-project-grading-rubric/",
      "title": "Final Project Grading Rubric | Deep Learning | Electrical Engineering and Computer Science | MIT OpenCourseWare",
      "status": 200,
      "file": "50-6-7960-Deep-Learning/pages/011.md",
      "chars": 11162
    }
  ],
  "files": [
    {
      "url": "https://deeplearning6-7960.github.io/materials/tutorials/6_7960_Agentic_Coding_Tutorial.pdf",
      "local": "50-6-7960-Deep-Learning/files/001.pdf",
      "bytes": 1112383,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/yp830sv2usqcl7rxwxbzg/lec1_intro_2026.pdf?dl=0&rlkey=6k3jli23u9rnu8rm7zp3cbpdv",
      "local": "50-6-7960-Deep-Learning/files/002.pdf",
      "bytes": 209597,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/5c9oozgif09t0kgc86un7/2_backprop_2026.pdf?dl=0&rlkey=bzwhf4gx7vjn08seh16koetui",
      "local": "50-6-7960-Deep-Learning/files/003.pdf",
      "bytes": 212413,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/6uxq0ddqs81ezbxtoihrb/3_approximation_PI.pdf?dl=0&rlkey=an9ifv4dn2p7aj16dcpcohpvd",
      "local": "50-6-7960-Deep-Learning/files/004.pdf",
      "bytes": 210006,
      "ok": true
    },
    {
      "url": "https://mjt.cs.illinois.edu/dlt/index.pdf",
      "local": "50-6-7960-Deep-Learning/files/005.pdf",
      "bytes": 1022594,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/nx26snzhymgwe0xiar2k1/lec4_convnet.pdf?dl=0&rlkey=6v72nuhxqd42pxo7kh1780zji&st=a513bopq",
      "local": "50-6-7960-Deep-Learning/files/006.pdf",
      "bytes": 208924,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/wx2dm6u91tsrv5odz5dzq/lec5_seq.pdf?dl=0&rlkey=dr50tv5k47j7274mb79g6xq1d&st=onrb3kos",
      "local": "50-6-7960-Deep-Learning/files/007.pdf",
      "bytes": 207160,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/5ysub5qnicurgds48bj8k/6_transformers_2026.pdf?dl=0&rlkey=w8pjhwwvxn2kojll96m0vqiz7",
      "local": "50-6-7960-Deep-Learning/files/008.pdf",
      "bytes": 212921,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/ic2jl6ccpt7z383bk37l8/7_generalization_2026.pdf?dl=0&rlkey=cb4sz8rqub3uajk7ofsd6n9g9",
      "local": "50-6-7960-Deep-Learning/files/009.pdf",
      "bytes": 211389,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/yp830sv2usqcl7rxwxbzg/lec1_intro_2026.pdf?rlkey=6k3jli23u9rnu8rm7zp3cbpdv&dl=0",
      "local": "50-6-7960-Deep-Learning/files/010.pdf",
      "bytes": 209597,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/5c9oozgif09t0kgc86un7/2_backprop_2026.pdf?rlkey=bzwhf4gx7vjn08seh16koetui&dl=0",
      "local": "50-6-7960-Deep-Learning/files/011.pdf",
      "bytes": 212403,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/6uxq0ddqs81ezbxtoihrb/3_approximation_PI.pdf?rlkey=an9ifv4dn2p7aj16dcpcohpvd&dl=0",
      "local": "50-6-7960-Deep-Learning/files/012.pdf",
      "bytes": 209996,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/nx26snzhymgwe0xiar2k1/lec4_convnet.pdf?rlkey=6v72nuhxqd42pxo7kh1780zji&st=a513bopq&dl=0",
      "local": "50-6-7960-Deep-Learning/files/013.pdf",
      "bytes": 208416,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/wx2dm6u91tsrv5odz5dzq/lec5_seq.pdf?rlkey=dr50tv5k47j7274mb79g6xq1d&st=onrb3kos&dl=0",
      "local": "50-6-7960-Deep-Learning/files/014.pdf",
      "bytes": 207162,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/5ysub5qnicurgds48bj8k/6_transformers_2026.pdf?rlkey=w8pjhwwvxn2kojll96m0vqiz7&dl=0",
      "local": "50-6-7960-Deep-Learning/files/015.pdf",
      "bytes": 212925,
      "ok": true
    },
    {
      "url": "https://www.dropbox.com/scl/fi/ic2jl6ccpt7z383bk37l8/7_generalization_2026.pdf?rlkey=cb4sz8rqub3uajk7ofsd6n9g9&dl=0",
      "local": "50-6-7960-Deep-Learning/files/016.pdf",
      "bytes": 210365,
      "ok": true
    },
    {
      "url": "https://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf",
      "local": "",
      "bytes": 0,
      "ok": false
    },
    {
      "url": "https://deeplearning.cs.cmu.edu/S22/document/slides/lec14.recurrent.pdf",
      "local": "50-6-7960-Deep-Learning/files/018.pdf",
      "bytes": 4884827,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec1.pdf",
      "local": "50-6-7960-Deep-Learning/files/019.pdf",
      "bytes": 34664436,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec2.pdf",
      "local": "50-6-7960-Deep-Learning/files/020.pdf",
      "bytes": 7324036,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec3.pdf",
      "local": "50-6-7960-Deep-Learning/files/021.pdf",
      "bytes": 5508739,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec4.pdf",
      "local": "50-6-7960-Deep-Learning/files/022.pdf",
      "bytes": 5964064,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec5.pdf",
      "local": "50-6-7960-Deep-Learning/files/023.pdf",
      "bytes": 3291729,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec6.pdf",
      "local": "50-6-7960-Deep-Learning/files/024.pdf",
      "bytes": 7436309,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec7.pdf",
      "local": "50-6-7960-Deep-Learning/files/025.pdf",
      "bytes": 4285533,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec8.pdf",
      "local": "50-6-7960-Deep-Learning/files/026.pdf",
      "bytes": 14056464,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec9.pdf",
      "local": "50-6-7960-Deep-Learning/files/027.pdf",
      "bytes": 5116705,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec10.pdf",
      "local": "50-6-7960-Deep-Learning/files/028.pdf",
      "bytes": 5228690,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec11.pdf",
      "local": "50-6-7960-Deep-Learning/files/029.pdf",
      "bytes": 7914518,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec12.pdf",
      "local": "50-6-7960-Deep-Learning/files/030.pdf",
      "bytes": 50514699,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec13.pdf",
      "local": "50-6-7960-Deep-Learning/files/031.pdf",
      "bytes": 3755505,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec14.pdf",
      "local": "50-6-7960-Deep-Learning/files/032.pdf",
      "bytes": 5913715,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec15.pdf",
      "local": "50-6-7960-Deep-Learning/files/033.pdf",
      "bytes": 6570532,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec16.pdf",
      "local": "50-6-7960-Deep-Learning/files/034.pdf",
      "bytes": 4185694,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec17.pdf",
      "local": "50-6-7960-Deep-Learning/files/035.pdf",
      "bytes": 5276956,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec18.pdf",
      "local": "50-6-7960-Deep-Learning/files/036.pdf",
      "bytes": 7401974,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec19.pdf",
      "local": "50-6-7960-Deep-Learning/files/037.pdf",
      "bytes": 6809476,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec20.pdf",
      "local": "50-6-7960-Deep-Learning/files/038.pdf",
      "bytes": 3473526,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec21.pdf",
      "local": "50-6-7960-Deep-Learning/files/039.pdf",
      "bytes": 9473788,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec23.pdf",
      "local": "50-6-7960-Deep-Learning/files/040.pdf",
      "bytes": 2689222,
      "ok": true
    },
    {
      "url": "https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec24.pdf",
      "local": "50-6-7960-Deep-Learning/files/041.pdf",
      "bytes": 5432768,
      "ok": true
    },
    {
      "url": "https://arxiv.org/pdf/1805.12076.pdf",
      "local": "50-6-7960-Deep-Learning/files/042.pdf",
      "bytes": 1074899,
      "ok": true
    }
  ],
  "videos": [],
  "skipped_sample": [
    {
      "url": "https://piazza.com/class/mtncdc6cx5o3p9",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032",
      "reason": "login_or_private"
    },
    {
      "url": "https://www.gradescope.com/courses/1387009",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/external_tools/6183",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/assignments/495346",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/assignments/496978",
      "reason": "login_or_private"
    },
    {
      "url": "https://piazza.com/class/mtncdc6cx5o3p9/post/43",
      "reason": "login_or_private"
    },
    {
      "url": "https://piazza.com/class/mtncdc6cx5o3p9",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032",
      "reason": "login_or_private"
    },
    {
      "url": "https://www.gradescope.com/courses/1387009",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/external_tools/6183",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/assignments/495346",
      "reason": "login_or_private"
    },
    {
      "url": "https://canvas.mit.edu/courses/40032/assignments/496978",
      "reason": "login_or_private"
    },
    {
      "url": "https://piazza.com/class/mtncdc6cx5o3p9/post/43",
      "reason": "login_or_private"
    }
  ],
  "rules": "公开讲义/作业题目/站点正文/幻灯片/公开视频；跳过登录墙、学生解答、考试答案；ETH不转存"
}