{"id":13728750,"url":"https://github.com/johnowhitaker/tglcourse","last_synced_at":"2025-09-08T01:32:29.344Z","repository":{"id":59378376,"uuid":"519827530","full_name":"johnowhitaker/tglcourse","owner":"johnowhitaker","description":"The Generative Landscape - a course on generative modelling (currently unfinished). 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DO NOT EDIT! --\u003e\n\n**UPDATE: I’m taking a break from development for a while, my\napologies.** The first \\~5 lessons are mostly done, I’ve removed the\nunfinished ones (red in the diag below) from the outline on the left for\nnow.\n\nThe [Discord](https://discord.gg/vSjhr8xb4g) is a good place to go for\nupdates and to find people who might be keen on discussing things and\nworking on projects.\n\n![](index_files/figure-gfm/cell-2-output-1.png)\n\nCheck out the [Getting Started](./00_Getting_Started.ipynb) page for an\noverview of the course and more information on things like study\ngroups.\u003cbr\u003e\n\nCheck out the\n[Library](https://johnowhitaker.github.io/tglcourse/library.html) page\nfor information on the `tglcourse` library that accompanies the course.\n\n### FAQs\n\nSome course-related questions that have tricked in: \u003cbr\u003e - ‘Any\nprerequisites?’: If you’re comfortable with a bit of Python and using\nJupyter Notebooks you should be ready to take this course. No prior deep\nlearning knowledge is assumed, and although we will dive fairly deep\nfairly quickly I’ve tried to link lots of resources wherever possible.\n\u003cbr\u003e - ‘How long is the course?’: There are 15 core lessons plus a\nnumber of bonus notebooks. You can take them at whatever pace you find\nenjoyable, or join in with a study group on Discord to work through one\na week.\u003cbr\u003e - ‘Does the HuggingFace Diffusion Model Class supercede\nthis?’: I’ve teamed up with HF to help build their [diffusion model\nclass](https://github.com/huggingface/diffusion-models-class), sharing a\nlot of material between it and this course. Both will have unique things\nto add - I’d recommend signing up for theirs even if you’re working\nthrough ‘The Generative Landscape’ as well, since there will be extra\nprojects and fun community activities to get involved in with that one\ntoo. \u003cbr\u003e - ‘Can genereative landscape be real?’: Yes, if you subscribe\nto [David Chalmers ‘simulation\nrealism’](https://www.thephilosopher1923.org/post/taking-simulation-seriously)\n;)\u003cbr\u003e - ‘Will it include stable diffusion?’: Yes, see lesson 14\u003cbr\u003e -\n‘Will we learn how to adapt these method to 3d?’: At some point I’d love\nto add more 3D related content - stay tuned for bonus notebooks once the\ncraziness of the course launch calms down.\u003cbr\u003e - ‘I hope this includes\ngenerating text!’: It does! Lessons 9 - 11 deal with modelling\nsequences, and should set you up with everything you need to make models\nwhich can spew out AI-generated gibberish all day long.\u003cbr\u003e - ‘My\nquestion isn’t in the FAQs?’: OK, so I made this one up. But if you have\na burning question, send it to me and I’ll add it here.\u003cbr\u003e\n\nCI status:\n[![](https://github.com/johnowhitaker/tglcourse/actions/workflows/test.yaml/badge.svg)](https://github.com/johnowhitaker/tglcourse/actions/workflows/test.yaml)\n\nPage stats: Total Hits:\n[![HitCount](https://hits.dwyl.com/johnowhitaker/tglcourse.svg?style=flat-square\u0026show=unique)](http://hits.dwyl.com/johnowhitaker/tglcourse)\nPage visitors: ![visitor\nbadge](https://page-views.glitch.me/badge?page_id=tglcourse.index)\n","funding_links":[],"categories":["Courses and Educational Materials"],"sub_categories":["Contribute to our Repository"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnowhitaker%2Ftglcourse","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjohnowhitaker%2Ftglcourse","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnowhitaker%2Ftglcourse/lists"}