zero_to_gpt
divedb
| zero_to_gpt | divedb | |
|---|---|---|
| 3 | 3 | |
| 800 | 5 | |
| - | - | |
| 6.3 | 3.9 | |
| 10 months ago | 3 months ago | |
| Jupyter Notebook | Rust | |
| GNU General Public License v3.0 or later | GNU Affero General Public License v3.0 |
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zero_to_gpt
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Deep Learning Course
The deep learning book is a great choice, as many have mentioned.
I've been making a course that has a little less theory, and a little more application here - https://github.com/VikParuchuri/zero_to_gpt . Videos are all optional (cover the same content as the text).
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Ask HN: Resources to brush up from 'Intro to ML' to current LLMs/generative AI?
I've been putting a course together that teaches deep learning from the ground up - https://github.com/VikParuchuri/zero_to_gpt . It includes theory and code, and tries to strike a balance between the two.
It focuses on text models over image models (rnn, transformer, etc).
It's not 100% finished, but has enough to get you very far.
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Ask HN: Tell us about your project that's not done yet but you want feedback on
I'm in the process of creating a deep learning course called Zero to GPT - https://github.com/VikParuchuri/zero_to_gpt .
It teaches you everything you need to train your own LLM, including the basics of deep learning and linear algebra. You learn the theory and the application, so you have a strong grounding in what you're doing. It includes written explanations, diagrams, and videos.
I'm up to transformers now - only a few more lessons to go. It's been fun to write, but balancing time spent training models with writing the course has been hard. Hopefully I will get the time to finish it soon.
divedb
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Ask HN: Tell us about your project that's not done yet but you want feedback on
Working on & off on a scuba diving site which allows you to log dives, sites, photos & sealife.
Currently only South Australian & Victorian dive sites, but probably the most extensive collection of either.
Live website here: https://divedb.net/
Source here: https://github.com/cetra3/divedb
Currently exploring activitypub integration, being able to log dives and have people follow/comment/react to them from the fediverse
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Thoughts on Svelte(Kit), one year and 3B requests later
I've moved my little hobby website to SvelteKit[1] from react and I am not regretting it.. yet.
The only main frustrations I have are:
- Library support is pretty lousy. You need to fudge things around to get working. I.e, with leaflet and others I have vendored in the libs and redone them.
- Incremental static refresh with svelte kit is not really there. I'd like a web hook or api callback that allows me to refresh certain static pages as I know that changes are made. Right now I'm doing a janky refresh using a file lock notifier & it's a blemish on an otherwise great framework.
- The URL routing in svelte kit is... a little ugly. It's really hard when you have an editor open with 5 `+page.svelte` files. I wish they re-introduced file name routes, rather than folder name routes. It is entirely a personal preference I know, but I have seen a lot of negative things around it.
[1] - https://github.com/cetra3/divedb - deployed at https://divedb.net/
What are some alternatives?
mit-deep-learning-book-pdf - MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
vanna - 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
logseq - A local-first, non-linear, outliner notebook for organizing and sharing your personal knowledge base. Use it to organize your todo list, to write your journals, or to record your unique life.
wisewriterv3 - From an input, creates a full book, with cover art and sells it on Amazon. Using OpenAI for content, Midjourney for covers, and puppeteer for product input.
url2epub - Create ePub files from URLs
SeleneCMS - CMS built as a Symfony Bundle
paisa - Paisa – Personal Finance Manager. https://paisa.fyi demo: https://demo.paisa.fyi
cuelm - Experiments with CUE on the quest to reimagine devops-ops.
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
menubar - AI Chat Browser: Fast, Full webapp access to ChatGPT / Claude / Bard / Bing / Llama2! I use this 20 times a day. [Moved to: https://github.com/smol-ai/GodMode]
nitter - Alternative Twitter front-end
time-bandit - A Cli time management app